projects.

AI-powered internal banking issue resolution assistant with an iMessage-style interface for dispute resolution, remittance tracking, cash management, and internet banking support workflows.

Modern, responsive commercial web banking frontend with pre-login flows, OTP, dashboard, payment journey, and MTB REST API integration, optimised for desktop and mobile.

Hybrid ensemble deep-learning model integrating Random Forest, XGBoost, Gradient Boosting, AdaBoost, and a Neural Network meta-learner. Reaches ~95% accuracy on Bangladesh solar energy data — presented at IEEE QPAIN 2026.

NLP study of social-media comments on COVID-19 vaccination in Bangladesh: classical ML, ensemble classification, and LSTM with Word2Vec — best 78.8% accuracy.

Generative Adversarial Network composing original music sequences from MIDI data.

ML model that automates loan eligibility decisions from credit history, income, and education features.

Secure financial system for mobile bank remittance and transaction logic.

Full-scale ERP for education management with fee tracking and automated reporting.

High-performance real-time communication server for chat and live notifications.

Peer-to-peer voice / data transmission across local WiFi without external internet.

Retail management solution with inventory tracking, billing, and sales analytics.

Social platform for readers to discover, review, and organise their personal digital libraries.

Arcade-style browser game focused on physics-based mechanics and high-score state management.

Math-driven particle engine simulating a rotating galaxy on the browser canvas.

High-conversion landing page for modern banking with glassmorphism and responsive UX.