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anahaaaa/readme.md


πŸ‘‹ Hey, I'm Anagha

AI/ML Engineer, Research Intern at IIT Madras, and Open Source Contributor passionate about building intelligent systems, AI agents, and developer-focused tools.

Currently pursuing an M.Tech in Data Science & AI at CUSAT and actively contributing to open-source projects while building real-world AI applications.

  • πŸ”¨ Building: OSSCopilot β€” an AI-powered open-source contribution assistant
  • πŸ€– Interests: AI Agents, RAG Systems, LLM Applications, Applied ML
  • πŸ“š Research: Transfer Learning, Fault Diagnosis, Deep Learning
  • 🌐 Backend: FastAPI, PostgreSQL, APIs, Docker
  • πŸš€ Open Source: PatchPilot, ArchNode, ILoveAgents

πŸš€ Projects

OSSCopilot Β πŸ€– actively building

"Because finding the right open-source issue to contribute to shouldn't be a full-time job."

An AI-powered assistant that matches contributors to GitHub issues based on their skill profile. Uses semantic embeddings to surface the most relevant issues β€” not just keyword matches.

  • GitHub OAuth, skill extraction via Claude API, semantic issue matching via OpenAI embeddings
  • pgvector on Neon for vector search, Next.js 15 frontend in a Linear/Supabase dark aesthetic
  • Stack: Next.js 15 Β· FastAPI Β· PostgreSQL + pgvector Β· Claude API Β· OpenAI Embeddings Β· Neon

Ask My Documents Β πŸ“„

A RAG-based document Q&A system. Upload docs, ask questions, get grounded answers β€” not hallucinations.

  • LangChain / LlamaIndex pipeline, Chroma vector store, OpenAI / Anthropic APIs
  • Stack: Python Β· LangChain Β· Chroma Β· FastAPI

🌱 Open Source Contributions

  • PatchPilot β€” Built REST APIs and contributed a machine-learning severity ranking pipeline for scan prioritization.
  • ArchNode β€” Implemented centralized date normalization and ingestion reliability improvements.
  • ILoveAgents β€” Added timeout handling for LLM provider requests to improve reliability of agent workflows.

πŸ› οΈ Tech Stack

Languages

Python JavaScript TypeScript C++

AI / ML

scikit-learn PyTorch LangChain OpenAI Anthropic

Backend

FastAPI PostgreSQL Docker

Frontend

Next.js React Tailwind CSS

Tools

Git VS Code Vercel


πŸ“Š GitHub Stats

GitHub Stats Top Languages

GitHub Streak


🌱 Contribution Graph

Contribution Graph


🀝 Connect with Me

LinkedIn

Open to collabs, hackathons, and PRs that actually pass CI.

Pinned Loading

  1. Time-Aware-Future-Activity-Prediction-A-Multi-Task-Learning-Approach-for-Smart-Home-Automation Time-Aware-Future-Activity-Prediction-A-Multi-Task-Learning-Approach-for-Smart-Home-Automation Public

    Hybrid deep learning framework for predicting next human activity and time interval in smart homes using IoT sensor data.

    Python 2

  2. bearing-fault-tl bearing-fault-tl Public

    This repository presents a comparative study on optimal vibration signal representations for bearing fault diagnosis under varying operating conditions using transfer learning. The work is based on…

    Python 2

  3. Ask-My-Documents Ask-My-Documents Public

    A production-grade RAG (Retrieval-Augmented Generation) system that allows users to query their documents and receive accurate, source-grounded answers using hybrid retrieval and re-ranking.

    Python