Software Engineer — Machine Learning
Final-year BSc student in Computer Science & Engineering specializing in machine learning and full-stack software development. Experienced in designing and evaluating ML classification models (XGBoost, CatBoost, LightGBM) and applying explainable AI techniques (SHAP, LIME), alongside building production-ready web applications using React, Node.js, Express, Django, and relational databases. Strong technical documentation, problem-solving, and project delivery skills.
GAOTek Inc.
আগ ২০২৬ — বর্তমান· 2 mos
Contribute to frontend and backend development tasks across company web applications as assigned by the engineering team. Work across the full stack, implementing features, fixing bugs, and supporting ongoing production releases. Collaborate with cross-functional development teams adhering to standardized code reviews and Git workflows.
2023 – Present
BSc · Computer Science & Engineering
2019 – 2021
Higher Secondary Certificate (HSC) · 4.67 / 5
2017 – 2019
Secondary School Certificate (SSC) · 4.44 / 5
প্রজেক্ট
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
বিস্তারিত দেখুন
প্রজেক্ট
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
বিস্তারিত দেখুন
প্রজেক্ট
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
বিস্তারিত দেখুন
প্রজেক্ট
Built an ML classification pipeline to identify road conditions and surface types across 144,000 road-image/sensor records. Applied ensemble-learning methods (XGBoost, CatBoost, LightGBM) for feature handling, training, and evaluation, reaching 88.89% acc
বিস্তারিত দেখুন
প্রজেক্ট
Built a civic issue-reporting platform (Django) for potholes, broken streetlights, and garbage-related complaints. Designed complaint-management dashboards and admin-coordination tooling to track issue resolution end-to-end. Led feature planning, testing,
বিস্তারিত দেখুন
প্রজেক্ট
Built a pet-adoption web platform supporting listings, veterinary doctor information, and image uploads. Implemented role-based access control and structured user flows for adopters and shelter managers. Documented the repository and API structure for lon
বিস্তারিত দেখুন