Yeasin Morshed Joy
Software Engineer — Machine Learning
University of Dhaka
Project
Built a machine-learning system to predict home loan approval from demographic, financial, employment, and loan-related data across 78,000 records. Trained and compared XGBoost, CatBoost, LightGBM, and Random Forest classifiers, achieving over 90% accurac
Project
Built a responsive full-stack CRUD platform to manage employee records with search, filtering, and role handling. Engineered an Express.js REST API with comprehensive server-side input validation and JWT-based authentication for secure admin actions. Inte
Project
Developed a full-featured online store with product browsing, product details view, and a real-time responsive UI using React. Built session-persistent shopping cart operations and a secure administrative dashboard for adding, editing, and deleting invent
Project
Built an assistance robot prototype to assist visually impaired individuals in detecting nearby obstacles. Integrated Arduino Uno R3, HC-SR04 ultrasonic sensors, an L293D motor driver, vibration feedback, and buzzer alert mechanisms.