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AnshPradhan14/README.md

Typing SVG


Portfolio LinkedIn GitHub Email


🧠 About Me

"I don't just build AI, I build AI that ships. RAG pipelines, multi-agent systems, LLM deployments if it's intelligent and production-ready, I'm probably already building it."

  • 🤖 Specializing in RAG pipelines, LLM deployment, multi-agent systems, and prompt engineering - the full stack of making AI actually useful
  • 🔬 Currently doing AI research - benchmarking LLMs (LLaMA vs GPT-4), building FAISS/Chroma vector pipelines, and squeezing out accuracy gains through smart chunking strategies
  • 🧪 Built and deployed ML models across domains - income prediction (86% acc), resume parsing, startup evaluation, contract analysis - basically wherever AI can replace boring manual work
  • 🛠️ Go-to stack: Python · FastAPI · LangChain · TensorFlow · PyTorch · MongoDB - comfortable taking a model from notebook to production
  • 🏆 SIH 2024 Winner · ₹1L SSIP Grant recipient - proven track record of building things that judges and committees actually believe in
  • 🏛️ VP, Computer Society & Gaming Club - led teams, organized events, and yes, fixed other people's merge conflicts

💼 Experience

🏢 Organization 🎯 Role 📅 Period 🔑 Impact
IPR, Govt. of India AI Research Intern Feb 2026 – Present +18% retrieval accuracy · FAISS/Chroma pipelines · 3 chunking strategies benchmarked
Edunet Foundation AI/ML Intern Jun – Jul 2025 86% accuracy income predictor (XGBoost) · 48K+ records · Streamlit deployment
India Space Academy Data Science Intern Jun – Jul 2025 10+ astronomical datasets · ISS real-time tracker · 95%+ spatial precision

🚀 Featured Projects

Intelligent RAG Study Companion

A full-stack AI-powered learning assistant that analyzes PDFs, URLs, and notes to generate contextual answers, summaries, flashcards, and quizzes.

Stack: FastAPI Groq LLM MongoDB Vector Search SentenceTransformers TailwindCSS

✅ JWT Auth · Vector RAG · Multi-chat support · Quiz & Flashcard Generator

CrewAI-powered Business Intelligence

Evaluates startup ideas across Market, Financial, and Strategic dimensions using 3 specialist AI agents with real-world data from SerpAPI.

Stack: CrewAI Gemini 2.5 Flash SerpAPI Streamlit Python

✅ Market Analysis · Financial Projections · Viability Scoring

Autonomous Legal Associate

A multi-agent AI system that reads PDF contracts, enforces a Company Playbook, flags policy violations, auto-redlines non-compliant clauses, and drafts vendor negotiation emails — end to end.

Stack: Google Gemini 2.5 Flash CrewAI pypdf Python Jupyter

✅ OCR Ingestion · Compliance Auditing · Automated Redlining · Email Drafting

AI-Powered Structured Extraction

A production-grade FastAPI service that processes PDF resumes using OCR + OpenAI to extract structured data, generate embeddings, detect experience level, and expose a clean REST API.

Stack: FastAPI OpenAI Tesseract OCR Poppler Docker Python

✅ PDF + OCR · Embedding Generation · Experience Detection · Dockerized


🛠️ Tech Stack

💻 Languages

Python SQL C++ R MATLAB CSS


🧠 Generative AI & LLMs

LangChain LangGraph CrewAI Ollama LLaMA Mistral Qwen Groq Gemini HuggingFace


🤖 Machine Learning & Deep Learning

TensorFlow PyTorch Keras Scikit-learn XGBoost Pandas NumPy OpenCV


⚙️ Backend & APIs

FastAPI Django REST API JWT Auth Streamlit SerpAPI BeautifulSoup


🗄️ Data, RAG & Infrastructure

MongoDB ChromaDB FAISS Neo4j Docker CI/CD Git


🧩 Specialized Skills

Agent Orchestration · Model Optimization · RAG Pipelines · Prompt Engineering · Document Processing

Tools: Docling · PyPDF · PyMuPDF · n8n · Make.com · Google APIs · ADK · Kaggle · Google Colab


🏆 Highlights

🎯 Achievement 📋 Details
🏆 SIH 2024 1st Rank — Smart India Hackathon Internal Round
💰 SSIP Grant ₹1,00,000 — IoT Smart Environmental Monitoring
🔬 Research +22% RAG accuracy @ IPR, Govt. of India
🤖 ML Model 86% accuracy income predictor on 48K+ records
🏛️ Leadership VP — Computer Society & Gaming Club (2024–25)
📜 Certifications Stanford ML · IBM Deep Learning · IBM AI Fundamentals

😄 Fun Facts

→ I can sleep 20 hours straight - not lazy, just in power-saving mode.
→ I turn last-minute panic into coding marathons (and surprisingly good results).
→ I'm equally excited by cricket highlights and hyperparameter tuning.
→ Debugging is my cardio (because running actual miles sounds like a lot).


🤝 Let's Connect

I'm always open to collaborating on interesting AI/ML projects, discussing research ideas, or just chatting about tech.

Reach out — let's build something intelligent together!

Portfolio LinkedIn Email


"If you scrolled this far, we're basically friends now." 😄

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  1. Chatur_AI Chatur_AI Public

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  2. Multi-Agnet-Startup-Idea-Evaluator Multi-Agnet-Startup-Idea-Evaluator Public

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  3. Resume-Parser Resume-Parser Public

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