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GulsumBegam/README.md

Typing SVG


Portfolio LinkedIn Email Location


👩‍💻 Who Am I?

I'm a Full-Stack Developer who ships production-ready, AI-integrated web applications — not just practice projects. My work spans from Next.js 15 apps with real users to IoT hardware running edge ML models at 98% accuracy. I bridge the gap between frontend polish, backend architecture, AI APIs, and physical devices.

"I don't just write code — I ship products that work, look great, and solve real problems."

const gulsum = {
  role:        "Full-Stack Developer | AI-Integrated Web Applications",
  location:    "Virudhunagar, Tamil Nadu 🇮🇳",
  education:   "MCA Graduate — Madurai Kamaraj University (2026)",

  liveApps:    ["moonaichatbot.vercel.app", "royal-mind-arena.vercel.app", "heartcrafted-guls.vercel.app"],
  aiStack:     ["Groq (Llama 3.3 70B)", "Anthropic Claude API"],
  iotAchieve:  "98% ML accuracy on physical ESP32-CAM hardware 🎯",
  led:         "300+ students as MCA Department President 🎓",

  available:   true  // → hire me!
};

⚡ What Makes Me Different

🚀 Ships Live Apps

3 full-stack apps deployed on Vercel — with real users, real routes, real databases.

🤖 Real AI Integration

Groq (Llama 3.3 70B) + Anthropic Claude in production, not tutorials.

📡 Hardware × Software

98% ML detection accuracy on physical ESP32-CAM IoT devices.

🎓 Proven Leader

MCA Department President — coordinated 300+ students across all college activities.


🚀 Featured Projects

Production AI chatbot with persistent multi-conversation history, 5 custom REST endpoints, markdown rendering, and animated glassmorphism UI.

Next.js TypeScript Groq AI Prisma NeonDB Tailwind

  • Architected 5 REST endpoints (POST /api/chat, GET/DELETE/PATCH /api/history/:id) for full conversation lifecycle management
  • Integrated Groq's Llama 3.3 70B model with real-time streaming, persistent PostgreSQL storage via Prisma + NeonDB
  • Built animated glassmorphism UI with full markdown rendering and responsive conversation switching

AI chess platform with Selen — a conversational AI opponent, full legal move validation, Drizzle ORM, and persistent game history.

Next.js TypeScript Anthropic Drizzle ORM NeonDB

  • Built "Selen" — a conversational AI chess opponent powered by Anthropic Claude with full natural language chess commentary
  • Implemented complete chess rule engine with legal move validation and persistent game history via Drizzle ORM + NeonDB
  • Demonstrates adaptability across ORM tooling (Drizzle vs Prisma) in a live production environment

🌾 Farmatron Sentinel · MCA Final Project

Smart IoT fence achieving 98% ML animal detection accuracy on physical ESP32-CAM. Edge Impulse model → Buzzer + Blynk real-time alerts.

ESP32-CAM Edge Impulse Arduino IDE Blynk Embedded ML

  • Final-year MCA project examined by faculty viva voce — trained and deployed edge ML model directly on physical ESP32-CAM hardware
  • Completed hardware implementation at Hashan Medicare's technical training facility (Nov 2025 – Jan 2026)
  • Built complete pipeline: camera capture → Edge Impulse inference → Blynk cloud alerts → buzzer activation

Desktop AI app with live webcam facial recognition, CSV export, duplicate-entry prevention, and persistent SQLite records.

Python DeepFace OpenCV SQLite Tkinter

  • Integrated DeepFace for facial matching + OpenCV for real-time webcam video capture
  • SQLite3 for persistent attendance records with duplicate-entry prevention and one-click CSV export
  • Built full Tkinter GUI — no external UI framework, pure Python desktop experience

Luxury emotional gifting platform — memory boxes, love scrapbooks, and personalized keepsakes with a full ordering system.

Next.js TypeScript Prisma PostgreSQL Tailwind CSS


🛠️ Tech Arsenal

Languages

Python TypeScript JavaScript Java SQL PHP

Frontend

Next.js React Tailwind CSS Framer Motion HTML5 CSS3

Backend & Database

Node.js Prisma ORM Drizzle ORM PostgreSQL NeonDB MongoDB MySQL SQLite

AI / ML / IoT

Groq AI Anthropic TensorFlow OpenCV DeepFace Edge Impulse ESP32-CAM Blynk IoT

Tools and Deployment

Git GitHub Vercel Netlify Postman


📊 GitHub Stats


💼 Experience

Full Stack Dev & Cloud Intern — Futurik Technology, Madurai (Jul – Aug 2025)

  • Built and deployed a complete Login Portal System on Netlify: responsive UI, JavaScript form validation, plan comparison table — end-to-end production deployment
  • Gained hands-on cloud deployment workflows supporting the "Cloud Intern" component of the role

Web Development Intern (Vue.js Frontend) (Jun – Jul 2023)

  • Completed training in Vue.js covering component-based architecture and reactive data binding
  • Built mobile-responsive practice UI components applying mobile-first design principles

🎓 Education

Degree Institution Year Score
MCA — Master of Computer Applications The Standard Fireworks Rajaratnam College for Women, Madurai Kamaraj University 2024 – 2026 CGPA Awaited
B.Sc Computer Science Same University 2021 – 2024 CGPA: 7.73

🏆 Achievements & Certifications

  • 🥇 MCA Department President — Represented & coordinated 300+ students (2026)
  • 🏛️ Union Member (2026) · Class Representative, 3rd Semester
  • 🤖 Fundamentals of Machine Learning and AI — Coursera
  • 💬 Prompt Engineering for ChatGPT — Great Learning
  • 🐍 Python for Machine Learning — Great Learning
  • 📊 Data Visualization using Python — Great Learning
  • 🎨 Diploma & Certification in Animation Technology

📬 Let's Connect

I'm actively looking for Full-Stack Developer roles where I can build AI-powered, scalable products from day one.

📍 Sattur, Virudhunagar, Tamil Nadu · 📞 9361061756 · Available to join immediately

LinkedIn Gmail Portfolio Moon AI Chess Hearcrafted


Profile Views

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  1. portfolioGuls portfolioGuls Public

    Personal developer portfolio of Gulsum Begam — Full-Stack Developer

    HTML 1

  2. moonaichatbot moonaichatbot Public

    Space-themed AI chatbot with persistent chat history, built with Next.js 15, TypeScript, Prisma, and Groq AI (Llama 3.3 70B). Live demo deployed on Vercel.

    TypeScript 1

  3. farmatron_sentinel farmatron_sentinel Public

    PG Project -Smart crop protection system that detects animal intrusion in real-time using ESP32-CAM and a Machine Learning model, triggering a buzzer alert and Blynk app notification to the farmer.

  4. Royal-Mind-Arena- Royal-Mind-Arena- Public

    AI-powered chess web app featuring Selen, a personal chess companion built with Next.js, Anthropic AI, Neon PostgreSQL, and Tailwind CSS — deployed on Vercel.

    TypeScript

  5. face-attendance-system face-attendance-system Public

    AI-powered desktop attendance system using DeepFace facial recognition, OpenCV, Tkinter GUI, and SQLite — register students via webcam, auto-mark attendance in real time, and export records to CSV.

    Python

  6. HeartCrafted-guls HeartCrafted-guls Public

    A luxury emotional gifting platform that transforms memories, love stories, and meaningful moments into handcrafted keepsakes — built with Next.js, TypeScript, Prisma, and Tailwind CSS.

    TypeScript