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linga-1221/README.md

Hi, I'm Nagalinga 👋

AI/ML & Full-Stack Developer | Python · LangChain · FastAPI · React

🧠 About Me

  • 🔭 Building agentic LLM systems with honest evaluation harnesses and failure-mode analysis
  • 🚀 Skill Ladder — live AI career platform built with FastAPI, spaCy, vector similarity (skillladder.vercel.app)
  • 🤖 Agent Eval Lab — multi-agent PyTest generator with golden-set scoring and CI
  • 📄 IEEE Published researcher in AI/ML
  • 🏆 1st Place — KARE Open Source Hackathon
  • 🎓 B.Tech CSE @ Kalasalingam Academy of Research and Education (2022–2026)
  • 💬 Ask me about multi-agent systems, RAG pipelines, eval harnesses, FastAPI, or React
  • 📫 Reach me at nagakuchivaripalli@gmail.com
  • 🔍 Open to AI Engineering, Backend, and SWE roles

🛠️ Tech Stack

AI / ML / LLM

Python LangChain Groq Pydantic spaCy scikit--learn HuggingFace

Backend & APIs

FastAPI Flask Node.js PyTest

Frontend

React JavaScript Tailwind HTML5

Databases & Cloud

MongoDB MySQL Firebase Supabase

DevOps & Tooling

Docker Git GitHub Actions Linux

🚀 Featured Projects

Project Description Stack
Agent Eval Lab Multi-agent system that generates PyTest tests for any Python function, with an honest eval harness that scores AST-level quality and tracks LLM failure modes Python · LangChain · Groq · Pydantic · PyTest · Docker
Skill Ladder Live AI-powered job recommendation platform with NLP resume parsing and vector similarity matching · IEEE Published React · FastAPI · spaCy · Firebase · Vercel
AI Bias Reduction in Hiring Detects biased language in JDs, anonymizes resumes, ranks candidates on skills with confusion-matrix analytics Python · Flask · scikit-learn · NLTK

📊 GitHub Stats

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  1. ai-bias-reduction-hiring ai-bias-reduction-hiring Public

    🤖 AI-powered web application that detects and reduces bias in hiring processes. Analyzes job descriptions for biased language, anonymizes resumes, and provides skill-based candidate evaluation to p…

    Python 1

  2. linga-1221 linga-1221 Public

  3. skillladder skillladder Public

    AI-powered job recommendation platform — NLP-based resume parsing, vector similarity matching, and role explainability. Built with React, FastAPI, LangChain, spaCy & MongoDB.

    JavaScript 1

  4. agent-eval-lab agent-eval-lab Public

    Multi-agent system for automated PyTest generation with an honest eval harness

    Python