// Portfolio
Club Projects & Publications
Open-source tools, research projects, and applications built by club members.
● ACTIVE
StatViz — Interactive Statistics Dashboard
A web-based dashboard for visualizing statistical distributions, hypothesis tests, and regression outputs. Built to help students understand core stat concepts visually.
● ACTIVE
Club Website
This very website — an open-source, data-driven Next.js site for the Statistics Programming Club. All content is managed through JSON files with a custom visual editor.
● ACTIVE
ML Notebook Archive
A curated, well-documented collection of Jupyter notebooks covering core ML algorithms from scratch — linear regression to transformers — maintained for club workshops.
◆ COMPLETED
CU Attendance Tracker — EduTrack
A smart attendance management system for university departments, featuring QR-based check-in, automated reports, and department-level analytics.
◆ COMPLETED
AgriSense — Crop Monitoring System
An IoT-integrated smart farming tool that uses sensor data and ML models to predict crop health, water needs, and yield estimates. Winner of DU Tech Fest Hackathon 2024.
◈ RESEARCH
NLP for Low-Resource Bangla
Research project on natural language processing for Bangla — a low-resource language. Focuses on named entity recognition and sentiment analysis using fine-tuned transformer models.
◈ RESEARCH
Quantum-Classical Hybrid Optimizer
Developing a hybrid algorithm that utilizes quantum annealing for hard combinatorial problems while leveraging classical gradient descent for fine-tuning.
◈ RESEARCH
Neural Architecture Search for Edge Devices
Automating the design of efficient deep learning architectures optimized for low-power mobile and IoT hardware without sacrificing accuracy.
◈ RESEARCH
Ethical AI Framework for Global Governance
Establishing a mathematical framework for fairness and accountability in AI systems, aimed at creating global standards for algorithmic transparency.