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smithparekh/README.md

Hi, I'm Smith Parekh 👋

AI Engineer  |  RAG Pipelines  ·  LLM Agents  ·  Agentic AI Systems  |  Mumbai, India


About Me

AI Engineer at ParityCube with 4 years of experience designing and shipping production-grade AI systems. I build systems that reason, plan, and act — not just chat.

  • Shipped a self-learning RAG classifier (Qdrant + OpenAI embeddings) currently in production
  • Built MetabaseQueryBot — an autonomous LangGraph agent achieving 80% data validation accuracy
  • Deployed an AWS Fraud Detector ML pipeline that reduced fraud by 80% and manual review by 90%
  • Built an MCP server enabling plain-English access to campaign data — zero SQL required
  • 6.8M+ transactions processed through my data pipelines daily

Tech Stack

AI and LLM

Python LangChain OpenAI CrewAI AWS

Data and Analytics

PostgreSQL MySQL Power BI Tableau Snowflake


Featured Projects

Project Description Stack
Resume ATS Agent Multi-agent system — 4 CrewAI agents rewrite and score resumes for ATS CrewAI, GPT-4o-mini, Streamlit
Medicare AI Assistant RAG chatbot for medical PDFs using vector search LangChain, FAISS, Streamlit
Resume AI Analyzer AI resume analyzer with instant structured feedback Groq, LLaMA-3.3-70b, Streamlit
Retail Data Pipeline End-to-end pipeline: S3 to Snowflake to Power BI Python, Snowflake, Power BI

GitHub Stats


Open to AI Engineer, Data Analyst, and ML Engineer roles at MNCs in Mumbai.

smithparekh107@gmail.com  |  LinkedIn

Popular repositories Loading

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