// Hello, I'm

Nitansh
Shankar

Full Stack · Applied AI

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

Commits
Stars
PRs
Repos
// What I Do

Expertise_

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Frontend

+
01

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

Backend

+
02

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

AI & ML

+
03

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

Integration

+
04

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

// Tech Stack

Skills_

The tools and technologies I use to build things.

Languages

Go Python JavaScript SQL Java

AI & ML

PyTorch LangChain Ollama RAG LLMs

Frontend

React NextJS Tailwind CSS Framer Motion HTML5/CSS3

Backend

Node.js Django REST APIs PostgreSQL Supabase

DevOps & Tools

Git Docker VS Code Postman Linux
// Career

Experience_

A timeline of my professional journey.

01

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

+
Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

02

Station-S, Sricity

SDE Intern

+
Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

// Personal Projects

Projects_

Engineering systems and open-source tools that I have created.

01

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
02

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
03

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
// Showcase

Web Portfolio_

A gallery of websites and platforms I've contributed to or developed for external teams.

https://dpsavv.vercel.app/
Preview of https://dpsavv.vercel.app/
Visit Site
LIVE

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

https://www.inctf.in/
Preview of https://www.inctf.in/
Visit Site
LIVE

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

https://initclub.vercel.app/
Preview of https://initclub.vercel.app/
Visit Site
LIVE

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

// Get in Touch

Contact_

Have a project idea or just want to say hello? I'm always open to discussing new opportunities and collaborations.

Find me on

// Software Engineer

Nitansh Shankar

Full Stack Development · Applied AI

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

2,169 Commits
2,293 Contributions
28 Pull Requests
23 Issues & Tasks
// 01. Capabilities & Architecture

Engineering Capabilities

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

React Next.js Tailwind CSS UI Physics Performance

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

Node.js Django PostgreSQL REST APIs Supabase

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

PyTorch LangChain RAG Pipelines Ollama LLMs

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

End-to-End Supabase BaaS Docker DevOps
// 02. Technical Inventory

Skills & Technologies

Comprehensive overview of languages, frameworks, AI architectures, and infrastructure stacks leveraged in production.

Languages & Runtimes

Core languages for high-performance systems and full-stack web engineering.

Go Python JavaScript SQL Java

AI & Applied Intelligence

Deep learning models, embeddings, and vector orchestration pipelines.

PyTorch LangChain Ollama RAG LLMs

Frontend Systems

Modern component architectures, fluid physics, and responsive interfaces.

React NextJS Tailwind CSS Framer Motion HTML5/CSS3

Backend & Databases

Distributed APIs, relational stores, caching layers, and microservices.

Node.js Django REST APIs PostgreSQL Supabase

Toolchains & Infrastructure

Containerization, automated pipelines, orchestration, and developer tooling.

Git Docker VS Code Postman Linux
// 03. Experience Track

Work & Experience

Professional engineering roles in frontend web development, distributed software, and production AI architectures.

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

Station-S, Sricity

SDE Intern

Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

Leadership & Initiatives
iDEA Club Amrita Vishwa Vidyapeetham

President

Leading the club's operations, technical workshops, and campus engineering initiatives.

Init Club Amrita Vishwa Vidyapeetham

Web Development Lead

Led a team of 9 developers to architect and maintain the official club website.

// 04. Selected Works

Featured Projects

High-performance distributed systems, intelligence pipelines, and responsive web platforms.

01 ENGINEERING

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
02 ENGINEERING

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
03 ENGINEERING

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
// 05. Live Deployments

Web Showcase

Production web applications, institutional platforms, and interactive interfaces deployed live.

dpsavv.vercel.app
01

Dead Poets Society

Launch

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

inctf.in
02

InCTF (Indian Capture The Flag)

Launch

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

initclub.vercel.app
03

Init Club

Launch

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

// 06. Communication

Get in Touch

Initiate discussions regarding full-stack architecture roles, intelligence systems collaborations, or advisory.

Direct Contact

Email

Feel free to reach out for collaborations, questions, or just a quick chat. Drop me an email anytime!

shankarnitansh@gmail.com
Inquiry Dispatch

Send Message

Crafting Calm Systems

NITANSH SHANKAR

Full Stack and Applied AI Crafting Calm Systems

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

2,169 Commits
2,293 Contributions
28 Pull Requests
23 Issues & Tasks
What I Craft

Craft & Systems

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

React Next.js Tailwind CSS UI Physics Performance

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

Node.js Django PostgreSQL REST APIs Supabase

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

PyTorch LangChain RAG Pipelines Ollama LLMs

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

End-to-End Supabase BaaS Docker DevOps
Skills Inventory

Skills & Technologies

Languages, frameworks, AI architectures, and infrastructure stacks shaped into a soft tactile cloud.

Tactile Cloud

Languages & Runtimes

Go Python JavaScript SQL Java

AI & Applied Intelligence

PyTorch LangChain Ollama RAG LLMs

Frontend Systems

React NextJS Tailwind CSS Framer Motion HTML5/CSS3

Backend & Databases

Node.js Django REST APIs PostgreSQL Supabase

Toolchains & Infrastructure

Git Docker VS Code Postman Linux

Press a pill to feel the deboss - hover to inset

Experience Track

Work & Experience

Professional engineering roles in frontend web development, distributed software, and production AI architectures.

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

Station-S, Sricity

SDE Intern

Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

Leadership & Initiatives
iDEA Club Amrita Vishwa Vidyapeetham

President

Leading the club's operations, technical workshops, and campus engineering initiatives.

Init Club Amrita Vishwa Vidyapeetham

Web Development Lead

Led a team of 9 developers to architect and maintain the official club website.

Selected Works

Selected Works Built with Care

High-performance distributed systems, intelligence pipelines, and responsive web platforms.

01 ENGINEERING

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
02 ENGINEERING

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
03 ENGINEERING

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
Live Deployments

Web Showcase

Production web applications, institutional platforms, and interactive interfaces deployed live.

dpsavv.vercel.app

Dead Poets Society

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

Launch
inctf.in

InCTF (Indian Capture The Flag)

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

Launch
initclub.vercel.app

Init Club

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

Launch
Lets Connect

Let's Build Something Useful

Initiate discussions regarding full-stack architecture roles, intelligence systems collaborations, or advisory.

Direct Contact

Email

Feel free to reach out for collaborations, questions, or just a quick chat. Drop me an email anytime!

shankarnitansh@gmail.com
Inquiry Dispatch

Send Message

Nitansh Shankar Index 01

Nitansh Shankar

Full Stack Developer and AI Engineering

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

2,169 Commits
2,293 Contributions
28 Pull Requests
23 Issues & Tasks
01   Expertise Selected Practice

Engineering Capabilities

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

React Next.js Tailwind CSS UI Physics Performance

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

Node.js Django PostgreSQL REST APIs Supabase

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

PyTorch LangChain RAG Pipelines Ollama LLMs

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

End-to-End Supabase BaaS Docker DevOps
02   Technical Inventory

Skills & Technologies

Comprehensive overview of languages, frameworks, AI architectures, and infrastructure stacks leveraged in production.

01

Languages & Runtimes

Core languages for high-performance systems.

Go Python JavaScript SQL Java
02

AI & Applied Intelligence

Models, embeddings, and vector pipelines.

PyTorch LangChain Ollama RAG LLMs
03

Frontend Systems

Component architectures and responsive interfaces.

React NextJS Tailwind CSS Framer Motion HTML5/CSS3
04

Backend & Databases

APIs, relational stores, and microservices.

Node.js Django REST APIs PostgreSQL Supabase
05

Toolchains & Infrastructure

Containers, pipelines, and developer tooling.

Git Docker VS Code Postman Linux
01   Expertise Selected Practice

Work & Experience

Professional engineering roles in frontend web development, distributed software, and production AI architectures.

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

Station-S, Sricity

SDE Intern

Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

Leadership & Initiatives
iDEA Club Amrita Vishwa Vidyapeetham

President

Leading the club's operations, technical workshops, and campus engineering initiatives.

Init Club Amrita Vishwa Vidyapeetham

Web Development Lead

Led a team of 9 developers to architect and maintain the official club website.

04   Works 2023 to 2026

Works

High-performance distributed systems, intelligence pipelines, and responsive web platforms.

01 Featured ENGINEERING

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
02 ENGINEERING

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
03 ENGINEERING

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
05   Live Deployments

Web Showcase

Production web applications, institutional platforms, and interactive interfaces deployed live.

Preview of https://dpsavv.vercel.app/
01
dpsavv.vercel.app

Dead Poets Society

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

Visit Site
Preview of https://www.inctf.in/
02
inctf.in

InCTF (Indian Capture The Flag)

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

Visit Site
Preview of https://initclub.vercel.app/
03
initclub.vercel.app

Init Club

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

Visit Site
Correspondence

Get in Touch

Initiate discussions regarding full-stack architecture roles, intelligence systems collaborations, or advisory.

Direct Contact

Email

Feel free to reach out for collaborations, questions, or just a quick chat. Drop me an email anytime!

shankarnitansh@gmail.com
Inquiry Dispatch

Send Message

Hello, I am Nitansh

Nitansh Shankar

Full Stack • Applied Intelligence

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

2,169 Commits
2,293 Contributions
28 Pull Requests
23 Issues & Tasks
01 / Capabilities

Selected Works: Crafted Systems

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

React Next.js Tailwind CSS UI Physics Performance

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

Node.js Django PostgreSQL REST APIs Supabase

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

PyTorch LangChain RAG Pipelines Ollama LLMs

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

End-to-End Supabase BaaS Docker DevOps
02 / Expertise

Skills & Technologies

Comprehensive overview of languages, frameworks, AI architectures, and infrastructure stacks leveraged in production.

Languages & Runtimes

Core languages for high-performance systems and full-stack web engineering.

Go Python JavaScript SQL Java

AI & Applied Intelligence

Deep learning models, embeddings, and vector orchestration pipelines.

PyTorch LangChain Ollama RAG LLMs

Frontend Systems

Modern component architectures, fluid physics, and responsive interfaces.

React NextJS Tailwind CSS Framer Motion HTML5/CSS3

Backend & Databases

Distributed APIs, relational stores, caching layers, and microservices.

Node.js Django REST APIs PostgreSQL Supabase

Toolchains & Infrastructure

Containerization, automated pipelines, orchestration, and developer tooling.

Git Docker VS Code Postman Linux
03 / Experience

Work & Experience

Professional engineering roles in frontend web development, distributed software, and production AI architectures.

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

Station-S, Sricity

SDE Intern

Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

Leadership · Initiatives
iDEA Club Amrita Vishwa Vidyapeetham

President

Leading the club's operations, technical workshops, and campus engineering initiatives.

Init Club Amrita Vishwa Vidyapeetham

Web Development Lead

Led a team of 9 developers to architect and maintain the official club website.

04 / Selected Works

Selected Works: Crafted Systems

High-performance distributed systems, intelligence pipelines, and responsive web platforms.

01 ENGINEERING

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
02 ENGINEERING

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
03 ENGINEERING

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
05 / Live Deployments

Web Showcase

Production web applications, institutional platforms, and interactive interfaces deployed live.

dpsavv.vercel.app
01

Dead Poets Society

Launch

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

inctf.in
02

InCTF (Indian Capture The Flag)

Launch

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

initclub.vercel.app
03

Init Club

Launch

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

06 / Connect

Connect: Let's Create

Initiate discussions regarding full-stack architecture roles, intelligence systems collaborations, or advisory.

Direct Contact

Email

Feel free to reach out for collaborations, questions, or just a quick chat. Drop me an email anytime!

shankarnitansh@gmail.com
Inquiry Dispatch

Send Message

> boot --identity --user nitansh

NITANSH_SHANKAR

FULL_STACK.AI_SYS [ONLINE]

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

Commits
Stars
PRs
Repos
> cat ./expertise/* --number

Expertise_

:: cat with line numbers : 4 files : numbered output

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Frontend

cat ./frontend.txt
+
$ cat ./frontend.txt -n
1 |

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

01

Backend

cat ./backend.txt
+
$ cat ./backend.txt -n
1 |

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

02

AI & ML

cat ./ai-ml.txt
+
$ cat ./ai-ml.txt -n
1 |

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

03

Integration

cat ./integration.txt
+
$ cat ./integration.txt -n
1 |

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

04
> cat ./skills/* -n --all

Skills_

:: numbered listing : cat -n per category : line numbers on

$

Languages

$ cat ./languages.txt -n 5 lines
01 | Go
02 | Python
03 | JavaScript
04 | SQL
05 | Java
$

AI & ML

$ cat ./ai---ml.txt -n 5 lines
01 | PyTorch
02 | LangChain
03 | Ollama
04 | RAG
05 | LLMs
$

Frontend

$ cat ./frontend.txt -n 5 lines
01 | React
02 | NextJS
03 | Tailwind CSS
04 | Framer Motion
05 | HTML5/CSS3
$

Backend

$ cat ./backend.txt -n 5 lines
01 | Node.js
02 | Django
03 | REST APIs
04 | PostgreSQL
05 | Supabase
$

DevOps & Tools

$ cat ./devops---tools.txt -n 5 lines
01 | Git
02 | Docker
03 | VS Code
04 | Postman
05 | Linux
> cat ./experience

Experience_

A timeline of my professional journey.

01

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

+
Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

02

Station-S, Sricity

SDE Intern

+
Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

> tail -f ~/works.log --lines 5

works.log

:: system log : timestamped entries : 001 to 005 : INFO

LOG STREAM : LIVE 5 ENTRIES
001. >
[2026-08-28 14:30:00] LOG INFO :: entry 001

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

$ tags -- Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
002. >
[2026-08-28 14:31:01] LOG INFO :: entry 002

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

$ tags -- Next.js Supabase TypeScript Tailwind CSS
003. >
[2026-08-28 14:32:02] LOG INFO :: entry 003

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

$ tags -- Python Gemini MinerU Docker
> ls -la ~/websites --thumbnails

Web Portfolio/

:: directory listing : 4 entries : detached thumbnails : ls -l

001. >
Preview of https://dpsavv.vercel.app/ IMG
-rw-r--r-- bijju 4.2k Aug 28 https://dpsavv.vercel.app/

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

ls : thumb 80x56 : 1/4
002. >
Preview of https://www.inctf.in/ IMG
-rw-r--r-- bijju 3.8k Aug 28 https://www.inctf.in/

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

ls : thumb 80x56 : 2/4
003. >
Preview of https://initclub.vercel.app/ IMG
-rw-r--r-- bijju 5.1k Aug 28 https://initclub.vercel.app/

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

ls : thumb 80x56 : 3/4
> ping contact@nitansh --open

Contact_

Have a project idea or just want to say hello? I'm always open to discussing new opportunities.

┌─ Find me on ─┐

└─────────────┘

COORDINATE: 45°07′ N // Identity

NITANSH_SHANKAR [COORD]

SYSTEMS ARCHITECT // Full Stack / AI

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

Commits
Stars
PRs
Repos
§ 01 : CAPABILITIES [DRAFT]

Schematics

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Drafting Table : 12 COL : SCALE VARIES
T SQUARE TRIANGLE 45° TITLE BLOCKS

Frontend

DWG-01 : 1:50 : TITLE BLOCK
+
01

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

SCALE 1:50
SHEET A3 01/04
REV A

Backend

DWG-02 : 1:100 : TITLE BLOCK
+
02

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

SCALE 1:100
SHEET A3 02/04
REV A

AI & ML

DWG-03 : 1:25 : TITLE BLOCK
+
03

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

SCALE 1:25
SHEET A3 03/04
REV A

Integration

DWG-04 : 1:75 : TITLE BLOCK
+
04

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

SCALE 1:75
SHEET A3 04/04
REV A
§ 02 : SPECIFICATIONS [BOM]

Specifications

Bill of materials : every instrument listed, every tolerance noted.

BILL OF MATERIALS
BOM : CATEGORIES AND SPECS
01 Lan

§ Languages

5 items : SPEC 01
Go Python JavaScript SQL Java
QTY 5 PCS DWG. SPEC-01 REV. A
02 AI

§ AI & ML

5 items : SPEC 02
PyTorch LangChain Ollama RAG LLMs
QTY 5 PCS DWG. SPEC-02 REV. A
03 Fro

§ Frontend

5 items : SPEC 03
React NextJS Tailwind CSS Framer Motion HTML5/CSS3
QTY 5 PCS DWG. SPEC-03 REV. A
04 Bac

§ Backend

5 items : SPEC 04
Node.js Django REST APIs PostgreSQL Supabase
QTY 5 PCS DWG. SPEC-04 REV. A
05 Dev

§ DevOps & Tools

5 items : SPEC 05
Git Docker VS Code Postman Linux
QTY 5 PCS DWG. SPEC-05 REV. A
TOTAL
25 PCS ✓
DRAWN. N.Shankar : CHKD. SPEC DATE 2026 : SCALE 1:1 : MATTE
§ 03 : TIMELINE [REVISIONS]

Revisions

Draft history : each revision clouded, stamped, issued.

Centerline Datum : Dashed
01

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

+
Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

REV. A : CLOUD ISSUED APPROVED
02

Station-S, Sricity

SDE Intern

+
Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

REV. B : CLOUD ISSUED APPROVED
§ 04 : WORKS [PLATE 04]

Fabricated Systems

Drafted systems : measured, dimensioned, fabricated. Each sheet pinned to the board.

5 Sheets : A1 : Dashed Spec
+ + + +
SHEET 01 : PLATE 04-01

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
✓
+ + + +
SHEET 02 : PLATE 04-02

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
✓
+ + + +
SHEET 03 : PLATE 04-03

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
✓
§ 05 : ELEVATIONS [WEB] [PLATE 05]

Fabricated Web

Elevation drawings : viewports measured at 1:100, pinned north up. Vertical stack, two per row.

4 Elevations : 2 COL : VERTICAL
+ + + +
dpsavv.vercel.app : ELEV. 01
Preview of https://dpsavv.vercel.app/
Visit Elevation
SCALE 1:100 : 0 1m 2m

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

ELEV.
dpsavv.vercel.app
SCALE
1:100
SHEET
01/04
N
^
+ + + +
www.inctf.in : ELEV. 02
Preview of https://www.inctf.in/
Visit Elevation
SCALE 1:100 : 0 1m 2m

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

ELEV.
www.inctf.in
SCALE
1:100
SHEET
02/04
N
^
+ + + +
initclub.vercel.app : ELEV. 03
Preview of https://initclub.vercel.app/
Visit Elevation
SCALE 1:100 : 0 1m 2m

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

ELEV.
initclub.vercel.app
SCALE
1:100
SHEET
03/04
N
^
§ 05 : TRANSMIT [OPEN]

Transmit

Have a project idea or just want to say hello? I'm always open to discussing new opportunities and collaborations.

§ Find me on

ID: NITANSH_SHANKAR // CLASS: FLT

NITANSH_SHANKAR

FLT Stack · AI Systems Engineer [MISSION READY]

Full-stack developer building web applications and AI systems. Most days are spent shipping features, learning something new, and turning ideas into working software.

2,169 Commits
2,293 Contributions
28 Pull Requests
23 Issues
SYS.01 / CAPABILITIES [ONLINE]

Capabilities

Full-stack development with a growing focus on AI systems. Work spans the entire process, from shaping an idea and designing the architecture to building, deploying, and refining the final product.

Responsive interfaces built with an emphasis on clarity and usability. Careful attention to interactions, visual polish, and the details that make an application feel intuitive to use.

ReactNext.jsTailwind

Backend services, APIs, authentication systems, and databases. A preference for straightforward architectures that are easy to understand, maintain, and extend.

Node.jsDjangoPostgreSQL

LLMs, retrieval pipelines, tool calling, and AI-powered workflows. Particular interest in practical applications where intelligent systems solve real problems rather than exist as standalone demos.

PyTorchRAGLLMs

Frontend and backend brought together into complete products with predictable data flow, consistent behavior, and a smooth user experience across the application.

BaaSDockerDevOps
SYS.03 / ARSENAL

Tech Stack

Calibrated subsystems: languages, frameworks, and platforms.

Languages

Go Python JavaScript SQL Java

AI & ML

PyTorch LangChain Ollama RAG LLMs

Frontend

React NextJS Tailwind CSS Framer Motion HTML5/CSS3

Backend

Node.js Django REST APIs PostgreSQL Supabase

DevOps & Tools

Git Docker VS Code Postman Linux
SYS.02 / SERVICE RECORD

Work & Experience

Flight log: deployed systems and operational tenure.

Dr. Hiremath Global Enterprises Pvt. Ltd.

Intern

Apr 2026 - Jul 2026

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

Station-S, Sricity

SDE Intern

Apr 2025 - Jun 2025

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

Dr. Hiremath Global Enterprises Pvt. Ltd. · Apr 2026 - Jul 2026

Intern

Designed and developed AI systems leveraging Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and knowledge graph-based architectures. Built scalable AI pipelines, intelligent retrieval systems, and modular backend architectures for production AI applications.

Station-S, Sricity · Apr 2025 - Jun 2025

SDE Intern

Built full-stack web applications with React and Django. Designed fast interfaces, structured clean APIs, and managed data with MySQL. Focused on performance, accessibility, and delivering smooth user experiences.

Leadership & Initiatives
iDEA Club Amrita Vishwa Vidyapeetham

President

Leading the club's operations, technical workshops, and campus engineering initiatives.

Init Club Amrita Vishwa Vidyapeetham

Web Development Lead

Led a team of 9 developers to architect and maintain the official club website.

SYS.04 / WORKS [5 PAYLOADS]

Payloads [05]

Flight-certified systems: high-performance telemetry payloads.

01 NOMINAL

Runora

A terminal-based manager and launcher for local large language models. Features a multi-runtime architecture (llama.cpp & ONNX), dynamic hardware & CUDA detection, automated runtime installers, concurrent model server execution with dynamic port fallback, and an interactive Hugging Face model download manager.

Go TUI llama.cpp CUDA ONNX Runtime Hugging Face
02 NOMINAL

Dead Poets Society

A collaborative poetry-sharing ecosystem where users can publish original works, build a following, and discover diverse literary voices. Features include Google authentication, community content feeds, and a robust set of moderation tools to ensure a safe creative environment.

Next.js Supabase TypeScript Tailwind CSS
03 NOMINAL

doc-to-logic-pipeline

Advanced document extraction pipeline that transforms unstructured PDFs into high-fidelity JSON. Supports dual processing modes: strict schema validation for clinical data objects and a zero-schema approach optimized for generating large-scale LLM training datasets.

Python Gemini MinerU Docker
SYS.05 / WEB SHOWCASE [04 UNITS]

Deployed Platforms

Production web platforms: live telemetry.

dpsavv.vercel.app
●
Preview of https://dpsavv.vercel.app/ Visit Site
DPSAVV LIVE

Dead Poets Society - A poetry-sharing platform built with Next.js and Supabase, enabling users to publish poems, follow creators, and explore community content with Google authentication and integrated moderation tools.

inctf.in
●
Preview of https://www.inctf.in/ Visit Site
INCTF LIVE

InCTF (Indian Capture The Flag) - Revamped the official InCTF website, a leading national cybersecurity competition platform, by implementing a new visual theme, refactoring legacy components, and resolving technical debt to improve maintainability and performance.

initclub.vercel.app
●
Preview of https://initclub.vercel.app/ Visit Site
INITCLUB LIVE

Init Club - Led the development of the club's official website as Website Development Head, architecting a scalable React and Supabase full-stack system while introducing reusable UI patterns and maintainable engineering workflows.

COMMS / TRANSMIT [OPEN]

Contact

Open channel: response within 24h.

Transmission

Have a project idea or just want to say hello? I'm always open to discussing new opportunities.

Find me on