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sudeshsudhii/README.md

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🧠 About Me

name: Sudesh P
role: AI / LLM Engineer & Full-Stack Developer
education: M.Tech Computer Science @ SRMIST, Chennai
focus: Building production AI systems — RAG pipelines, local LLMs, intelligent platforms
location: Chennai, India
portfolio: https://sudhii.in

I build end-to-end AI applications — from data ingestion and retrieval pipelines to production deployment.
My work spans RAG architectures, local LLM platforms, full-stack web systems, and blockchain dApps.
I don't just prototype — I ship.

🏗️ Core Competencies

🤖 AI / Machine Learning

  • Retrieval-Augmented Generation (RAG)
  • FAISS Vector Databases & Hybrid Search
  • Local LLM Deployment (Ollama, Spring AI)
  • NLP: Transcription, Summarization, Topic Extraction
  • Document Intelligence & Conversational AI

⚙️ Backend & Systems

  • Spring Boot / Spring AI / WebFlux (Java 21)
  • Node.js / Express.js / REST APIs
  • MongoDB / MySQL / PostgreSQL
  • Reactive Programming & Microservices
  • Blockchain (Solidity, Ethereum, IPFS)

🌐 Frontend & Full-Stack

  • React.js / Next.js / TypeScript
  • MERN Stack (MongoDB, Express, React, Node)
  • Responsive Design & Component Architecture
  • Vercel / GitHub Pages Deployment
  • Interactive 3D Portfolios

🛠️ Engineering Practices

  • Git & GitHub Version Control
  • CI/CD with GitHub Actions
  • Docker Containerization
  • System Design & Architecture
  • Agile Development & Documentation

🛠️ Tech Stack

Languages

Python Java JavaScript TypeScript Solidity

AI / ML

Ollama FAISS Spring AI LangChain Hugging Face

Backend

Spring Boot Node.js Express.js MongoDB MySQL

Frontend

React Next.js Tailwind CSS

DevOps & Tools

Docker GitHub Actions Vercel Git Ethereum

🚀 Featured Projects

📊 GitHub Analytics

Sudesh's GitHub Activity Graph

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🐍 Contribution Snake

github-snake

⚙️ Setup Required: To enable the contribution snake animation, add the Snake GitHub Action workflow to your sudeshsudhii/sudeshsudhii repository.

🎯 Current Focus

🔬 Building production RAG pipelines with hybrid search & FAISS
🏗️ Architecting AI-powered platforms with Spring AI & Ollama
📚 M.Tech Research: Intelligent systems for education technology
🌐 Shipping full-stack applications from idea → deployment
🔗 Exploring blockchain for supply chain verification

🔑 Domain Expertise

🤖 AI / LLM Engineering

Retrieval-Augmented Generation (RAG) FAISS Vector Databases Ollama Local LLMs Spring AI Hybrid Search Document Indexing Embeddings NLP Transcription Summarization Topic Extraction Conversational AI Generative AI Prompt Engineering AI Agents

⚙️ Backend Engineering

Node.js Express.js Spring Boot Java 21 Spring AI WebFlux REST API Design Reactive Programming MongoDB MySQL Microservices Authentication & Authorization Role-Based Access Control API Gateway

🌐 Full-Stack Development

React.js Next.js TypeScript JavaScript SCSS Tailwind CSS MERN Stack Vercel Deployment Responsive Design State Management Frontend Architecture Component Design SSR/SSG API Integration

🛠️ Software Engineering

Git & GitHub CI/CD Pipelines Docker GitHub Actions Agile Development System Design Database Design Clean Architecture Design Patterns Code Review Testing Version Control DevOps

⛓️ Blockchain & Web3

Solidity Ethereum Smart Contracts IPFS Web3.js Supply Chain Tracking dApp Development Fraud Detection Decentralized Storage

📬 Let's Connect

Channel Link
🌐 Portfolio sudhii.in
💼 LinkedIn linkedin.com/in/sudeshsudhii
📧 Email sudeshsudhii@gmail.com
🐙 GitHub github.com/sudeshsudhii

💡 Open to AI Engineering roles, Full-Stack positions, and research collaborations.
If my work interests you, let's talk!

🐍 Snake Workflow Setup (GitHub Actions)

Create .github/workflows/snake.yml in your sudeshsudhii/sudeshsudhii repo:

name: Generate Snake Animation

on:
  schedule:
    - cron: "0 0 * * *"  # Runs daily
  workflow_dispatch:

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: Platane/snk@v3
        with:
          github_user_name: sudeshsudhii
          outputs: |
            dist/github-snake.svg
            dist/github-snake-dark.svg?palette=github-dark

      - uses: crazy-max/ghaction-github-pages@v3.1.0
        with:
          target_branch: output
          build_dir: dist
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

Pinned Loading

  1. SeedTracking SeedTracking Public

    Blockchain-based seed supply chain tracking platform built with Spring Boot, React, Ethereum smart contracts, and IPFS for traceability, verification, and fraud prevention.

    JavaScript 1

  2. PaathAI PaathAI Public

    PaathAI is an AI-driven Lecture intelligence platform that transcribes sessions, extracts syllabus-aware topics, generates summaries, and tracks academic progress using AI.

    Java 1

  3. Local-LLM-Application Local-LLM-Application Public

    Privacy-first local LLM platform built with Java 21, Spring AI, Ollama, and MongoDB for secure document processing and conversational AI.

    Java 1

  4. RAG-SYSTEM-FOR-LOCAL-LLM RAG-SYSTEM-FOR-LOCAL-LLM Public

    Retrieval-Augmented Generation (RAG) system for local LLMs using FAISS, hybrid search, document indexing, and Ollama-based inference.

    Python 1

  5. College-Management-System-project College-Management-System-project Public

    Full-stack MERN application for managing students, teachers, attendance, notices, exams, and academic records through role-based portals.

    JavaScript

  6. Work-Flow-Automation-App Work-Flow-Automation-App Public

    Workflow automation platform for managing business processes, task orchestration, and AI-assisted operational workflows.

    JavaScript 1