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Jay Shah Jay Shah

Projects

Session Aggregator

A unified powerhouse for AI coding history. Sync, search, and export sessions from across all your AI development tools with a beautiful TUI and semantic search.

AI TUI PYTHON SEMANTIC-SEARCH

Medha (मेधा) IDE

A local-first SQL IDE for flat files. Leverages DuckDB, FastAPI, and Vite, featuring LangGraph for semantic query generation.

SQL LOCAL-FIRST LANGGRAPH DUCKDB

ER Metric & Model POC

High-scale entity resolution comparing dense embedding models against BM25 with Matryoshka Rep. Learning (MRL) for efficient ANN retrieval.

ML ELASTICSEARCH MRL ENTITY-RESOLUTION

Pravāha: AI-Powered Search Engine

LLM enhanced search relevance with specialized ranking and chunking strategies.

LLM Search RAG

StreamLens

Winner at Rag-a-thon 2024. Multi-model RAG system for autonomous vehicle streams.

RAG LlamaIndex Award

Gujarati Llama

Fine-tuned Llama-2 7B with 60k bilingual English-Gujarati pairs.

LLM Fine-tuning NLP

Pi Agent Extensions

Custom extensions for the Pi coding agent — handoff, ask-user, sessions, and more.

AI Agents TypeScript Developer Tools

NeuroBuddy

Personalized chatbot for mental health support, built at Mistral Hackathon.

LLM Healthcare Hackathon

Power Curve Estimation

Statistical estimation of power curves for wind energy farm optimization.

ML Energy Research

Customer Relationship Prediction

Predicting churn, appetency, and up-selling with machine learning.

ML Analytics

Phase 1 Analysis

Multivariate quality control analysis for industrial forging processes.

Statistics QC Manufacturing