Projects

Lost Linker – Campus Lost & Found App

Description: A dedicated lost and found app for university campuses. Users can post lost/found items, verify ownership, and communicate safely without location tracking.

Tech Stack: Flutter, Dart, Firebase (Auth, Firestore, Storage)

Demo: Watch the Demonstration

Rent Relief – Bachelor Rental Management System

Description: A rental property management platform where bachelors can search rooms, post ads, find flatmates, manage wishlists, and update listings easily.

Tech Stack: PHP, MySQL, HTML, CSS

Demo: Watch Demo

KrishiBazaar – Farmer–Buyer Marketplace

Description: A digital marketplace connecting farmers and buyers, eliminating middlemen, enabling direct communication, and ensuring fair pricing.

Tech Stack: React.js, ASP.NET Core, MySQL, Firebase (Chat & Notifications)

Brain Tumor Detection – EfficientNetB3 with CBAM Pipeline

Description: Attention-guided deep learning framework for multi-class brain tumor classification using MRI scans. Combines EfficientNetB3 with CBAM for high accuracy (99.29%) and integrates Explainable AI (HiResCAM) for visual interpretability of predictions.

Tech Stack: Python, TensorFlow, PyTorch, OpenCV

Dhaka Deforestation Segmentation

Description: Semantic segmentation of high-resolution satellite imagery to map deforestation in Dhaka using U-Net, Attention U-Net, and ResNet50-Attention U-Net architectures. Provides actionable insights for sustainable urban planning.

Tech Stack: Python, TensorFlow, Keras, PyTorch, OpenCV