// Personal Projects

Projects_

A repository of my open-source projects and architectures.

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
Source
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
Live Demo Source
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
Source
04

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
05

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChain Ollama Python Vector Database
Source
Back to Home 5 Total Projects
// Catalog

All Projects

Explore complete production codebases, AI pipeline architectures, and distributed systems.

01 PROJECT

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
Source
02 PROJECT

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
Demo Source
03 PROJECT

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
Source
04 PROJECT

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
05 PROJECT

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChain Ollama Python Vector Database
Source
Back to Home 5 Total Projects
04 : Selected Works

All Projects

Explore complete production codebases, AI pipeline architectures, and distributed systems.

01 PROJECT

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.

GoTUIllama.cppCUDAONNX RuntimeHugging Face
Source
02 PROJECT

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.jsSupabaseTypeScriptTailwind CSS
Demo Source
03 PROJECT

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.

PythonGeminiMinerUDocker
Source
04 PROJECT

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
05 PROJECT

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChainOllamaPythonVector Database
Source
Back to Home 5 Total Projects
Selected Works

Selected Works Built with Care

High performance distributed systems, intelligence pipelines, and responsive web platforms crafted with precision.

01 PROJECT

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
Source
02 PROJECT

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
Demo Source
03 PROJECT

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
Source
04 PROJECT

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
05 PROJECT

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChain Ollama Python Vector Database
Source
Back to Home 5 Total Sheets
Section 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
Source
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
OK
+ + + +
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
Demo Source
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
OK
+ + + +
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
Source
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
OK
+ + + +
SHEET 04 : PLATE 04-04

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
OK
+ + + +
SHEET 05 : PLATE 04-05

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChain Ollama Python Vector Database
Source
DRAWN
N.Shankar
SCALE
1:100
REV
A
CHK
OK
Back to Home 5 Entries in log
> 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
Source
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
Demo Source
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
Source
004. >
[2026-08-28 14:33:03] LOG INFO :: entry 004

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

$ tags -- Python
Source
005. >
[2026-08-28 14:34:04] LOG INFO :: entry 005

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

$ tags -- LangChain Ollama Python Vector Database
Source
Back to Home 5 Total Works
04   Works 2023 to 2026

Works

Explore complete production codebases, AI pipeline architectures, and distributed systems. Printed on linen.

01 Featured PROJECT

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
Source
02 PROJECT

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
Demo Source
03 PROJECT

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
Source
04 PROJECT

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
05 PROJECT

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChain Ollama Python Vector Database
Source
Back to Home 5 Payloads Nominal
SYS.04 / WORKS [5 PAYLOADS]

Payloads [05]

Flight certified systems: high performance telemetry payloads deployed at scale.

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
Source
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
Demo Source
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
Source
04 NOMINAL

PIT

Feature-complete version control implementation that replicates core Git internals. Manages project snapshots through a structured file system, providing full support for repository initialization, staging, atomic commits, and branch management.

Python
Source
05 NOMINAL

Ayurveda RAG Engine

Specialized knowledge retrieval system that enables natural language interactions with Ayurvedic medical datasets. Leverages grounded AI responses via vector embeddings to ensure technical accuracy and minimize hallucinations during data retrieval.

LangChain Ollama Python Vector Database
Source