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JaiAgrawal1110/README.md

👋 Hey, I'm Jai Agrawal

Software Developer · Full-Stack Engineer · AI/ML Builder · Cloud & DevOps Practitioner

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🌩️ About Me

  • 🤖 Building intelligent systems across AI/ML, RL, Full-Stack, and Cloud
  • 🧠 Shipped RL + LLM agents, RAG pipelines, and autonomous automation systems — not just tutorials, actual working products
  • ☁️ Deploying to production — AWS, Docker, CI/CD pipelines, not just learning the theory anymore
  • 🧩 Comfortable across the stack: React/Next.js frontends, FastAPI/Django backends, MySQL/SQLite/MongoDB, containerized deployments
  • 🧮 114+ DSA problems solved across LeetCode & GeeksforGeeks
  • 💬 Ask me about AI/ML · GenAI/RAG · RL · Full-Stack · Cloud Deployment · System Design
  • 🤝 Open for collaborations — especially open source and applied AI projects

🚀 Currently Exploring

Area Focus
🏗️ System Design Distributed systems, scalability patterns
🤖 Applied RL PPO-based agents for real-world decision systems
☸️ Kubernetes & MLOps Container orchestration, ML pipeline deployment

🏗️ Featured Projects

🧠 ForgeMind-AI

AI-powered industrial monitoring & predictive maintenance platform — CNC telemetry, anomaly detection, and a full-stack dashboard, deployed to production.

Repo Live Python AWS


🤝 NegotiateAI — Freelancer Negotiation Agent

RL + NLP + LLM system that coaches freelancers through live payment negotiations — a PPO policy picks the strategy, a DistilBERT classifier reads client tone, and Groq/Llama writes the actual message, grounded in real market-rate RAG data and per-client negotiation history.

Repo Python PPO React Docker


🔍 FinQuery — RAG Financial Research Assistant

Production-grade RAG system for financial document analysis — chat with SEC filings & annual reports and get cited answers in under 4 seconds. FastAPI · ChromaDB · Groq · Next.js, with a CI/CD pipeline in place.

Repo Live TypeScript FastAPI CI/CD


🔬 Brain-Tumor-Segmentation

U-Net based deep learning model for pixel-wise brain tumor segmentation from MRI scans, aimed at faster, more accurate diagnosis support.

Repo Python TensorFlow


📄 AI Resume Tailor

Converts a master CV + job description into a strictly one-page, ATS-optimized LaTeX resume — compiled to PDF, scored against the JD, and self-corrected in a feedback loop until it actually fits one page.

Repo Python FastAPI React LaTeX


🕵️ JobAgent AI

Autonomous job-hunting pipeline — scrapes jobs every morning, scores them with Claude, tailors a resume + cover letter per match, and emails a ready-to-send digest with PDFs attached. Fully scheduled, zero manual effort.

Repo Python Claude SQLite


💻 Tech Stack

Languages

Python Java JavaScript TypeScript SQL Bash

AI / ML / RL

TensorFlow PyTorch scikit-learn LangChain Hugging Face Streamlit

Backend & Data

FastAPI Django Node.js MySQL MongoDB Redis

Frontend

React Next.js TailwindCSS

Cloud & DevOps

AWS Docker GitHub Actions Nginx

Tools

Git Postman Figma Shopify


📊 GitHub Stats



🌐 Connect

LinkedIn Gmail


"I prioritize learning and the achievements that come from it — rather than just completion."

If you find my work useful, consider starring my repos!

💬 Open for Collaborations!

Got an interesting project or idea? DM me on LinkedIn

Pinned Loading

  1. Brain-Tumor-Segmentation Brain-Tumor-Segmentation Public

    ML-based medical imaging project that segments brain tumors from MRI scans. Built with deep learning (U-Net architecture) for pixel-wise tumor detection and classification. Part of my computer visi…

    Python 2 1

  2. FinQuery FinQuery Public

    Production-grade RAG system for financial document analysis — chat with SEC filings & annual reports, get cited answers in under 4 seconds. Built with FastAPI · ChromaDB · Groq · Next.js

    TypeScript 1

  3. ForgeMind-AI ForgeMind-AI Public

    ForgeMind AI is an AI-powered industrial monitoring and predictive maintenance platform that collects real-time CNC machine telemetry, detects anomalies using machine learning, generates intelligen…

    Python 1

  4. Negotiator_AI Negotiator_AI Public

    AI-powered negotiation coaching assistant for freelancers, built with reinforcement learning and LLMs.

    Python 1

  5. Resume_Optimizer Resume_Optimizer Public

    An intelligent resume optimization platform that evaluates resumes against job descriptions, analyzes ATS compatibility, identifies missing keywords, and generates personalized suggestions to impro…

    Python

  6. JobAgent JobAgent Public

    Autonomous job-hunting agent that scrapes listings, scores them with Claude AI, tailors your resume, and emails you a daily digest with PDFs.

    Python 2