// Hello, I'm

Nitansh
Shankar

Full Stack ยท Applied AI

Full-stack developer building web applications and exploring AI systems. Most days are spent shipping features, learning something new, and figuring out how to turn 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 exploring AI systems. Most days are spent shipping features, learning something new, and figuring out how to turn ideas into working software.

2,131 Commits
2,252 Contributions
27 Pull Requests
22 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

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