A selected set of research, machine-learning, software-product, and embedded-system work from my undergraduate years.
Gene-expression analysis for potential AML biomarker identification using differential-expression analysis, two-stage ML feature selection, classification, and network analysis.
Tools: R, Python, GEO datasets, Cytoscape, machine-learning classifiers
Built a next-hour traffic-prediction pipeline using temporal, lag, and rolling-window features and compared Linear Regression, Random Forest, and a handwritten Artificial Neural Network.
Tools: Python, NumPy, pandas, scikit-learn, Matplotlib
A mobile short-news platform featuring concise news summaries, personalized consumption, multi-source aggregation, Bangladesh and international coverage, and text-to-audio support.
Role: Project Manager, six-member cross-functional team
Stack: Flutter, Supabase, Firebase, REST APIs, Vue/Vite admin panel
Co-developed a biometric attendance prototype supporting fingerprint-based user identification, attendance recording, hardware integration, testing, and technical documentation.
Tools: Arduino, ESP32, fingerprint sensor