Ideas, translated into systems.
Projects and research briefs. Different scales, different tools, the same curiosity.
8 projects shown
Road Deterioration Prediction
My ongoing undergraduate thesis on road deterioration prediction, exploring environmental and infrastructure-related data. Methods and findings will be shared as the research develops.
Music Context Understanding
Connecting what music sounds like with what it means. Relation-aware audio graphs meet DistilBERT, with leakage-controlled evaluation.
Global River Database (GRD)
Contributed to a collaborative river database with a Next.js frontend and NestJS backend, organizing river records alongside geographical, environmental, and financial information.
LiveGPS
A live view of movement. Realtime location broadcasting, simulated routes around Dhaka, and a shared map powered by Firestore.
NumPyNet
An ongoing learning project building neural networks from scratch with Python and NumPy. Exploring manual backpropagation, numerical gradient checks, and training behavior through XOR and synthetic multiclass experiments.
Demon Arena
A 3D survival shooter built from OpenGL primitives. Multiple weapons, camera modes, collision detection, and a world full of demons.
Parking Management System
Back to the fundamentals: a 16-bit x86 Assembly system for authentication, vehicle tracking, billing, and parking records.
OpenGL Lab Explorations
A collection of computer graphics lab assignments, exploring Python and OpenGL through hands-on implementation.
Project covers are presentation artwork. GRD uses a conceptual illustration.