Projects
Selected AI & Full Stack Work
Ragas — Open Source Contribution
Contributed to Ragas, the evaluation framework for RAG applications. Fixed caching and embedding issues, enhanced metric tracing, and improved developer experience with LangSmith integrations.
Codebase Copilot
AI system to query GitHub repos in natural language with embeddings and LLM reasoning. Includes repo ingestion, retrieval, and auto-generated documentation frontend.
RAG-EngineX
Modular Retrieval-Augmented Generation framework with reranking, evaluation metrics, and Streamlit UI for workflow configuration.
Auto-Researcher
LLM-powered research assistant for literature search, summarization, and citation extraction with autonomous agent workflows.
TinyLlama + LoRA
Low-resource fine-tuning proof-of-concept for TinyLlama-1.1B-Chat using LoRA adapters. Demonstrated stable training with minimal compute.
Reverse Supply Chain Optimizer
End-to-end ML pipeline for reverse logistics: predicts product returns, optimizes costs, and selects return centers using heuristic optimization.