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shesamridhi/README.md

Hi, I'm Samridhi 👋

AI/ML Engineer building production-grade LLM systems — RAG pipelines, autonomous agents, and document intelligence APIs.

I work on the gap between "AI prototype" and "AI that runs a real business workflow."


What I build

System Description
🔒 RAG Pipelines Multi-source doc Q&A with citation-level accuracy and hallucination guardrails
⚙️ AI Agents LangGraph state machines with real tool-use and human-in-loop approval
📊 Document Intelligence Medical · legal · financial extraction with field-level confidence scoring
🚀 LLM Copilots Streaming AI APIs embedded in SaaS products, cost-optimized

Featured projects

🔒 PrivateGPT Enterprise Chat with your internal documents. Every answer source-cited. Zero hallucinations. Role-based access control. LangChain ChromaDB FastAPI Docker Railway

⚙️ AutoFlow Agent Multi-step LangGraph agent that handles email triage, invoice processing, and lead qualification — end to end, with human approval before every action. LangGraph LangChain Redis FastAPI OpenAI

📊 DocIntel API Upload any medical, legal, or financial document → structured JSON with field-level confidence scores. Sub-2s response. Swagger docs included. HuggingFace spaCy FastAPI Docker Pydantic


Stack

LLMs & AI     →  LangChain · LangGraph · OpenAI API · Anthropic API · HuggingFace
ML            →  PyTorch · scikit-learn · Pandas · NumPy
Vector DBs    →  ChromaDB · Weaviate · FAISS
Backend       →  FastAPI · Flask · Redis · PostgreSQL
Deploy        →  Docker · Railway · Render · AWS
Languages     →  Python · SQL · JavaScript
Frontend      →  React · Streamlit

Currently

  • 🎓 Final-year B.Tech CSE (AI/ML) · Jagannath University, Jaipur · Graduating 2026
  • 💼 Open to AI/ML consulting — $500–$5K projects · Remote · IST (UTC+5:30)
  • 📩 Reach me: thatssamridhi@gmail.com

LinkedIn Upwork Email


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