Md. Masum
Billah

About Me

I am a Computer Science & Engineering graduate and a dedicated Problem Solver with a strong track record on Codeforces and LeetCode. My expertise spans across Full-Stack Development (Flutter & Laravel) and Machine Learning, where I have developed 15+ individual projects.

I specialize in building intelligent systems, having engineered Hybrid ML models and curated custom datasets for complex research. My experience includes working with Google Earth Engine (GEE) and integrating REST APIs for environmental monitoring like the Air Quality Index project. From high-level AI implementation to system administration with Docker and Ubuntu, I bridge the gap between data science and production-ready software.

Technical Skills

Projects

HybridVision: Real-Time Traffic Sign Detection & Classification [YOLOv8 + ResNet50]

Custom Bangladeshi traffic sign dataset (9,133 images, 29 classes) + Streamlit web app for real-time detection & classification using a hybrid pipeline: YOLOv8 (detection) + ResNet50 (classification).

Computer Vision Deep Learning Custom Dataset Creation Annotation (Roboflow) Bangladeshi Road Signs 9133 Images 29 Classes Hybrid Model Traffic Sign Detection Traffic Sign Classification YOLOv5 YOLOv7 YOLOv8 YOLOv11 ResNet50 Model Comparison mAP@0.5-100% Precision-100% Recall-99% Accuracy-99% Roboflow PyTorch OpenCV Streamlit Web App Image Upload Video Upload Live Camera Kaggle GPU(P100) Real-Time Inference Deployment Ready Pickle / PKL ONNX TensorRT TFLite CARLA Simulation Autonomous Driving

Stroke Prediction System

Machine learning–based healthcare application for predicting stroke risk using patient medical and lifestyle data.

Machine Learning Healthcare Analytics Stroke Prediction Supervised Learning Binary Classification Random Forest Logistic Regression SMOTE Data Preprocessing Feature Engineering Model Evaluation SHAP Explainability Scikit-learn Python Joblib Model Deployment Healthcare ML End-to-End ML Project

FoodHaven

Flutter-based food ordering & delivery app with Firebase integration.

Flutter Dart Firebase Mobile Application Food Delivery App OTP Authentication Phone Login Onboarding Screens Bottom Navigation Search Functionality User Profile Reusable Widgets Clean Architecture UI/UX Design Cross-Platform Firebase Core Responsive Design

Laptop Price Predictor

Machine learning web app that predicts laptop prices based on specifications.

Python Machine Learning Regression Data Science Streamlit scikit-learn Pandas NumPy Model Deployment Predictive Analytics Feature Engineering Real-Time Prediction User Input Dashboard Pickle Model End-to-End ML Project Web Application

Smart IoT-Based Healthcare Monitoring Band

Wearable IoT healthcare device with real-time health monitoring and GPS tracking.

IoT ESP8266 Wearable Technology Healthcare Monitoring Heart Rate Monitoring SpO₂ Monitoring ECG Sensor Body Temperature GPS Tracking Real-Time Monitoring Blynk IoT Mobile App Wi-Fi Communication Embedded Systems Cloud Integration Remote Patient Monitoring Smart Medical Device IoT Healthcare

Online Banking Management System

Java Swing–based banking system with MySQL database integration.

Java Java Swing MySQL JDBC OOP Authentication User Login System Transaction Management Balance Enquiry Deposit & Withdrawal PIN Management Database Design CRUD Operations Desktop Application Banking System

TrendyTreasure – Online Gift Shop

PHP-based e-commerce web application with full admin and user functionality.

PHP MySQL JavaScript E-Commerce Product Catalog Shopping Cart Checkout System User Authentication Admin Dashboard Product Management Order Management CRUD Operations Session Handling Responsive Design Web Application

Six Seasons – OpenGL Seasonal Animation

C++ OpenGL project showcasing animated seasonal transitions using GLUT.

C++ OpenGL GLUT Computer Graphics 2D Animation Seasonal Simulation Timer-Based Animation Transformations Real-Time Rendering Interactive Graphics Keyboard Interaction Mouse Interaction Sun Animation Tree Growth Flower Blooming Snow Falling Effect Boat Movement Educational Project Graphics Programming

E-Learning Platform

PHP & MySQL–based e-learning web application with multi-user roles.

PHP MySQL HTML CSS JavaScript Full Stack Role-Based Access User Authentication Student Dashboard Tutor Dashboard Admin Panel Video Streaming Course Playlists Like & Comment System Search & Filter CRUD Operations Responsive Design Web Application

Inventory & Sales Management System

Console-based C++ system for managing inventory and sales.

C++ Inventory Management Sales Processing File Handling Binary Files OOP Concepts Structs & Classes Menu Driven Console Application Stock Tracking Data Persistence Windows Console

Expense Tracker Application

Console-based C++ application for budget and expense management.

C++ Expense Tracking Budget Management File Handling Time-Based Logging Category Wise Expenses Console Application Menu Driven

Console-Based Quiz Game

Menu-driven C++ quiz application with file handling.

C++ User Registration File Handling Multiple Quiz Segments MCQ Score Evaluation Replay Functionality