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ananyavrm04/README.md

Hey, I'm Ananya 👋

AI Engineer · B.Tech Artificial Intelligence @ Gautam Buddha University '26
Currently: AI Intern @ Max Healthcare · Open to full-time AI/ML & SWE roles


🏆 LeetCode 2076 · Top 1.7% globally

LeetCode Codeforces


What I build

🔗 Multi-LLM pipelines — production agentic systems with primary-fallback chains, MCP tool integration, structured error handling
🧠 RAG + NL-to-SQL — schema-aware SQL agents across heterogeneous databases
⚙️ AI infrastructure — model routing, evaluation pipelines, latency guardrails, distributed systems


Stack

Python FastAPI PyTorch LangChain AWS Docker Redis PostgreSQL


Notable work

Project What it is
🔮 Omenly Multi-LLM prediction market oracle · live product · 3-LLM fallback chain, 6 tools with backup providers, validate → rewrite → re-validate pipeline
🔍 Codebase Analyzer Semantic search backend for large codebases · FAISS indexing · sub-200ms query
🇮🇳 Indian RLHF LLM RLHF pipeline for Indian language models · reward modeling · PPO fine-tuning
🐄 Breed Classification CNN on 18K+ images · 94.7% accuracy · Smart India Hackathon National Nominee

Experience

  • 🏥 AI Intern · Max Healthcare · Jan 2026 – Present
  • 🌐 AI/ML Developer · Mango Webies · Jan 2026 – Apr 2026 · (built Omenly's AI layer)
  • 🧘 Software/AI-ML Developer · Urban Yogi Lifestyle · Jun 2025 – Aug 2025

Find me

LinkedIn LeetCode Email


Smart India Hackathon National Nominee · GSSoC Open Source Contributor

Pinned Loading

  1. Codebase-Analyzer Codebase-Analyzer Public

    AI-Powered Tool that analyzes GitHub repositories and generates structured documentation, key insights, and code summaries using advanced LLMs.

    Python

  2. Breed_classification_for_India Breed_classification_for_India Public

    Forked from Avinash15042002/Breed_classification_web_app

    HTML