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  • Hazaribagh | Jharkhand | India

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KNIHAL/README.md

Hey πŸ‘‹ I'm Nihal

Python β€’ Backend β€’ Generative AI (RAG & Agents)

Typing SVG


🧠 About Me

I’m a Python-focused backend & Generative AI engineer who enjoys building
simple, explainable, and cost-efficient AI systems.

I prefer:

  • understanding fundamentals over using heavy frameworks
  • building things from scratch to learn how they actually work
  • systems that run locally and scale thoughtfully

Currently focused on RAG pipelines, custom vector databases, and pure-Python AI agents.


πŸ”§ What I Work With

  • 🐍 Python (core language)
  • 🧠 Generative AI (RAG, embeddings, agents)
  • πŸ“¦ Custom Vector Databases (from scratch)
  • πŸ—„οΈ SQL (PostgreSQL / Supabase)
  • ⚑ FastAPI
  • πŸ” Semantic search & retrieval systems

🎯 Current Focus

  • Building a framework-free local GenAI system
  • Implementing vector search & retrieval from first principles
  • Designing AI agents without paid APIs
  • Writing clean notes & documentation alongside code

🌍 Open To

  • Remote / foreign opportunities (backend or GenAI)
  • Early-stage startups
  • Hackathons & engineering collaborations
  • Learning-focused discussions

πŸ“« Connect With Me

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