About Me
AI/ML Engineer with 1+ year of production experience—fine-tuned Mistral-7B (62%→85% accuracy), deployed GenAI applications for summarization, classification, and content generation, and built RAG pipelines over 700+ table enterprise databases. Deep expertise in LangChain, LlamaIndex, NLP, and agentic workflows.
Skills & Technologies
Work Experience
Freelance AI/ML Engineer
Built a College Management AI Chatbot with NL-to-SQL and LangChain RAG pipeline, integrating LLM-driven summarization and content generation. Developed an Anime Avatar Chatbot using multi-model pipelines for dialogue and voice cloning. Delivering end-to-end AI solutions including RAG pipelines and ML model deployment.
Data Science Associate
Architected a conversational SQL agent on a 700+ table ERP database, achieving 85%+ query accuracy. Developed WeProject.ai using LangGraph workflows with 90%+ stakeholder approval. Researched and integrated emerging GenAI frameworks for AI integration opportunities.
GenAI Intern
Fine-tuned Mistral-7B on 20K+ annotated logs, boosting accuracy from 62% to 85%. Built an Agentic RAG pipeline achieving 89% retrieval precision and developed data pipelines for processing 50,000+ telecom logs daily.
Projects
College Management AI Chatbot
Conversational SQL agent over a college RDBMS using LangChain + OpenAI API with schema-aware Chroma DB retrieval and a FastAPI REST layer, including a fee forecasting engine with YoY trend analysis.
AI Job Application Agent
End-to-end agentic pipeline that autonomously tailors resumes, generates cover letters, detects ATS platforms, and auto-submits via Playwright browser automation.
Anime Avatar Chatbot — AI Talking Head System
Multi-model GenAI pipeline for dialogue generation, voice cloning, and frame-by-frame anime animation, producing real-time MP4 output.
Education
BTech in Computer Science
Computer Science