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IOT & Robotics Engineer
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IOT & Robotics Engineer
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Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

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rafiul254/README.md
Rafiul Islam



Typing Subtitle

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👨‍💻 About Me

Doctor Strange
"I am the master
of the Mystic Arts."

Assalamu Alaikum, I'm Rafiul Islam — an IoT & Robotics Engineering undergrad at the University of Frontier Technology, Bangladesh (UFTB)



🔭 Currently building AI-powered IoT systems that fuse YOLOv8 computer vision with ESP32 hardware for real-world deployments
🎓 B.Sc. in IoT & Robotics Engineering from University of Frontier Technology, Bangladesh
🌱 Exploring edge AI, sensor fusion, and clean embedded architecture
🤖 Robotics enthusiast — autonomous bots, motor control, IR/GPS/RFID sensor stacks
🧠 ML practitioner — YOLOv8, scikit-learn, XGBoost, recommenders, fraud detection
⚔️ Sharpening problem-solving on LeetCode (competitive programming)
✈️ Beyond code: travel, books, and chasing the next framework that promises 10× speed
💡 Belief: "Hardware is just physics that hasn't been abstracted yet."
📍 Based in Bangladesh 🇧🇩 — open to internships & collaborations
⚡ Fun fact: I treat every project like Peter Parker treats New York — show up, ship a fix, leave the codebase cleaner than I found it

🛠️ Tech Stack

🧠 Languages

Python C++ C JavaScript TypeScript Java PHP SQL

🤖 AI / ML

scikit-learn TensorFlow PyTorch YOLOv8 OpenCV MediaPipe XGBoost Pandas

🔌 IoT & Hardware

ESP32 Arduino Raspberry Pi PlatformIO MQTT RFID GPS TFT

🌐 Web, Backend & Infra

Flask React Node.js Chart.js Three.js Firebase Supabase Docker Streamlit SQLite MySQL Git GitHub VS Code Linux


📊 GitHub Analytics

GitHub Stats GitHub Streak

Top Languages

Profile Summary

Activity Graph


🚀 Featured Projects

Hand-picked from pinned + recent ML / IoT / Robotics work

🤖 ClassPulse

IoT + ML · Real-time Classroom Attention Monitoring

YOLOv8 Pose estimates per-student engagement (attentive / distracted / sleeping / phone-use) and feeds live alerts to a Flask dashboard + ESP32 RGB-LED & buzzer on the teacher's desk over MQTT.

Python YOLOv8 Flask ESP32 MQTT

🛡️ MotoSentinel

IoT Security · Multi-Layer Bike Protection

ESP32 with RFID auth, GPS tracking, vibration sensing, engine immobilizer relay, TFT status display, and WiFi/Telegram alerts. v2.0 added remote lock/unlock via 7 Telegram bot commands + deep-sleep for 10× battery life.

C++ ESP32 RFID GPS Telegram

🎬 CineMatch AI

ML Recommender · Production-Grade Movie Engine

TF-IDF + cosine similarity + a custom hybrid scoring formula (65% content + 28% Bayesian rating + 7% popularity), deployed as a Netflix-style Flask app with EDA analytics dashboard and Docker.

Python Flask scikit-learn Docker Chart.js

💳 FraudSense

ML · Credit-Card Fraud Detection

Tackles the 0.172%-fraud class-imbalance problem with SMOTE + Random Forest + XGBoost, evaluated on Precision/Recall/F1/ROC-AUC instead of misleading accuracy. Ships a dark-themed Flask app for real-time predictions.

Python scikit-learn XGBoost SMOTE Flask

🦾 OopsStopper v1.0

Robotics · Edge Detection Bot

Autonomous Arduino Uno + IR sensor + L298N motor driver + 4WD chassis. Navigates elevated surfaces and refuses to drive off the edge — built for robotics education and table-safety demos.

C++ Arduino L298N PlatformIO

✋ AirControl Pro

AI · Computer Vision · Gesture Controller

No mouse, no keyboard — just gestures + voice + face auth + emotion detection. MediaPipe Hands, scikit-learn gesture classifier, OpenCV face recognition, and PyAutoGUI actuation.

Python OpenCV MediaPipe scikit-learn

And 34+ more repos — explore them all 🗂️


🏆 Honors & Accomplishments

IoT Contest
🥇 IoT Contest
Smart-systems hackathon winner 		ICT Olympiad
🎯 ICT Olympiad
National-level qualifier 		ILC Award
🎖️ ILC Award
Leadership recognition
RoboFusion
🤖 RoboFusion 1.0
Techathon segment competition 		Gigalogy
💼 Gigalogy Technopreneurship
Tech entrepreneurship program 		IEEE PCB
🔌 IEEE PCB Design
Hardware design certification

Achievement Organization
🥇 ICT Olympiad Bangladesh — Semi-Final (Engineering Track) ICT Olympiad BD
🏆 IoT Internship Decodelabs
🥉 IoT & Robotics Contest — 3rd Place UFTB
🧠 ML Engineering Internship SyntecXHub
🤖 Master AI Voice Agents Udemy
☁️ Innovating with Google Cloud AI Simplilearn
🔐 Certified Cybersecurity Educator (CCEP) Red Team Leaders
🐍 Python for Data Science IBM
💬 Build Your Own Chatbot IBM Watson
📡 Introduction to IoT Cisco
🔌 PCB Designing Workshop IEEE RAS IUT
📚 Research Training (Zero to Publication) BARTC
✍️ Essay Competition — 3rd Place Islamic Foundation

🌍 Beyond the Code

Spider-Man Pointing
"Same energy. Same passion. Always building, always shipping." 🕸️

Travel

✈️ Travel

New cities, new circuits. Every trip is a firmware update for the brain — different cultures, different hardware, different ways of solving the same human problems. 		Books

📚 Books

Currently reading across sci-fi, systems-thinking, and embedded-engineering deep-dives. A good book is just a model someone trained for years and distilled into ink. 		New Tech

🔬 New Tech

Always poking at the next thing — fresh ML architectures, n8n workflows, edge-AI runtimes, a new microcontroller. If it ships value, I'll wire it up and break it before bedtime.

🤝 Connect With Me

LinkedIn Portfolio YouTube



Medium Email GitHub



Open to internships, collaborations on IoT / Robotics / AI projects, and the occasional 2 a.m. firmware debug session.



"Whatever comes next — I'm ready." 🕸️



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  1. HabitTracker HabitTracker Public

    A modern JavaFX habit tracking application with analytic features.

    Java 6

  2. CineMatch_AI CineMatch_AI Public

    A production-grade movie recommendation system built with TF-IDF vectorization, cosine similarity, and a custom hybrid scoring algorithm — deployed as a cinematic Netflix-style Flask web application.

    CSS 5

  3. SnapSage SnapSage Public

    Turns every screenshot into an instant learning session. Upload a screenshot, write why you took it, and the AI identifies the topic and delivers a complete structured learning guide — right away.

    JavaScript 5

  4. StudyBuddy-Academic-Resource-Management-System StudyBuddy-Academic-Resource-Management-System Public

    A full-stack academic resource management system built for university students and faculty ~Manages study room bookings, library resources, study groups, and notifications — all in one place

    PHP 2

  5. MotoSentinel_A-Bike-Security-System MotoSentinel_A-Bike-Security-System Public

    An intelligent multi-layer Bike security system built on ESP32 + RFID Authentication + GPS Tracking + GSM module + WiFi/Telegram Alerts + TFT Display

    C++ 2

  6. ClassPulse ClassPulse Public

    Real-time classroom attention monitoring using YOLOv8 Pose + Flask + ESP32 IoT

    Python 2