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ManojThamke/README.md

Hi, I'm Manoj Thamke πŸ‘‹

Software Developer | Full Stack Developer (MERN)

Typing SVG

πŸ“ Kalyan, Maharashtra Β |Β  πŸ“ž +91 9309164804


πŸ§‘β€πŸ’» About Me

Software Developer with hands-on Full Stack Development internship experience building scalable web applications on the MERN stack. I've developed secure RESTful APIs, authentication systems, admin dashboards, and AI-powered applications using React.js, Node.js, Express.js, MongoDB, Redis, and Docker.

I also co-authored an IEEE ACROSET 2026 research paper on a Machine Learning-based Network Intrusion Detection System, achieving 99.81% accuracy.

  • πŸŽ“ B.E. Information Technology, Mumbai University β€” CGPA 7.98/10
  • πŸ’Ό Full Stack Developer Intern @ IISPPR (Jan–Apr 2026) β€” 568 hours, 3 projects delivered
  • πŸ“„ IEEE ACROSET 2026 Published Author
  • 🌱 Currently deepening my DevOps & Cloud skills (Docker, CI/CD, AWS)
  • πŸ’¬ Ask me about MERN, REST API design, or ML-based intrusion detection

πŸ›  Tech Stack

Languages JavaScript Python SQL

Frontend React Next.js Tailwind CSS HTML5 CSS3

Backend Node.js Express JWT

Databases MongoDB MySQL Redis

AI & DevOps Docker Gemini API

Tools & Platforms Git GitHub Postman Vercel Railway Linux


πŸ’Ό Experience

Full Stack Developer Intern β€” International Institute of SDGs & Public Policy Research (IISPPR) Jan 2026 – Apr 2026 Β· 568 hours Β· 3 projects delivered Β· Performance: Very Good

  • Led backend development on the IISPPR Academy Website, building 15+ RESTful APIs with Node.js, Express.js, and MongoDB, including full Admin/Coordinator CRM workflow and JWT authentication.
  • Designed and shipped a responsive portfolio website with dark-theme UI, interactive animations, and a Nodemailer-powered contact form, deployed on Vercel.
  • Built a secure Research Policy Management Backend with JWT auth, RBAC, and MongoDB CRUD APIs.

πŸ“Œ Featured Projects

πŸ›‘ ML-Based Network Intrusion Detection System (NIDS)

Python scikit-learn XGBoost LightGBM React.js Node.js Express.js MongoDB

Trained and benchmarked 9 supervised ML models on the CICIDS2018 dataset (2M+ network packets), achieving 99.81% accuracy and 82.72% F1-score, with a confidence-aware Hybrid Decision Engine improving ensemble precision by 4.2%. Paired with a real-time MERN dashboard for live packet monitoring and multi-class attack detection.

πŸ“„ Published at IEEE ACROSET 2026

πŸŽ“ DevLearn β€” AI-Powered Code Learning Platform

React.js Node.js Express.js MongoDB Redis Docker Gemini API

Full-stack AI-powered coding platform with 5 courses, 88 lessons, and 28 hands-on projects. Built an AI-powered code evaluation pipeline supporting GitHub/ZIP submissions, Docker-based code execution, and Redis-backed background processing for code quality, security, and performance analysis.

⏱ Distributed Job Scheduler

Node.js Express BullMQ Redis PostgreSQL MongoDB Docker

A backend system for scheduling and processing background jobs at scale, built as a two-service architecture β€” an API service (Express + Zod-validated routes) that accepts and manages job submissions, and a Worker service that consumes and executes queued jobs via BullMQ. Uses PostgreSQL (with migrations) for durable job/schema storage, MongoDB for supplementary data, and Redis as the queue broker, with email notifications via Nodemailer. Fully containerized with Docker Compose for local orchestration of all services.

πŸ”— github.com/ManojThamke/distributed-job-scheduler

🐞 Bug/Issue Tracker

React.js Node.js Express.js MongoDB JWT Tailwind CSS Framer Motion

A full-stack Jira-style issue tracking app to manage projects, create and assign tickets, and visualize work on a Kanban board. Features include project-based ticket management, team member assignment, project progress tracking with completion percentage, a recent-issues dashboard, and search/filter across tickets β€” with JWT-based authentication and a responsive Tailwind UI.

πŸ”— github.com/ManojThamke/bug-tracker


πŸ“Š GitHub Stats


πŸŽ“ Certifications

  • Skillected Academy: HTML & CSS Β· JavaScript Β· Node.js & MongoDB
  • Internshala Trainings (NSDC Skill India): Programming with Python β€” Grade A

πŸŽ“ Education

B.E. Information Technology β€” Alamuri Ratnamala Institute of Engineering & Technology (Mumbai University) Β· 2023–2026 Β· CGPA: 7.98/10 Diploma, Information Technology β€” Vidyalankar Polytechnic, Wadala, Mumbai Β· Final Year: 75.38%


⭐ Open to Full Stack (MERN) / Software Developer roles β€” let's connect and build something great.

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  1. ML_NIDS ML_NIDS Public

    Machine Learning based Network Intrusion Detection System with real-time packet analysis and MERN dashboard.

    JavaScript 1

  2. distributed-job-scheduler distributed-job-scheduler Public

    JavaScript 1

  3. DevLearn DevLearn Public

    DevLearn is a learning platform that helps people learn coding through step-by-step lessons and projects. After each module, users build a project and submit their code. The system reviews the code…

    JavaScript 1

  4. Airbnb Airbnb Public

    Full stack Issue Tracker built using MERN stack with authentication and project management features.

    JavaScript 1

  5. issue-tracker issue-tracker Public

    Full stack Issue Tracker built using MERN stack with authentication and project management features.

    JavaScript 1

  6. Notes-APP-V2 Notes-APP-V2 Public

    Blockchain-based Notes Management System built with Web3 technologies that stores notes securely on a decentralized network ensuring immutability and data integrity.

    JavaScript 1