Evidence archive / 2022—2026
A dual-stream transformer for neurodegenerative disease assessment that aligns MRI and resting-state EEG representations while remaining usable when a clinical modality is missing.
Outcome · Defense completed in May 2026 · Thesis grade A
Curated 68,444+ gene-disease relationships and adapted Llama-, Mistral-, and Phi-style models with QLoRA to study changes in biomedical embedding alignment.
Outcome · Custom embedding-space separation metric and comparative model study
Comprehensive ML pipeline analyzing 5,600+ exoplanets from the PHL Exoplanet Catalog to predict habitability. Implemented multiple classification algorithms with model explainability using LIME to interpret planetary characteristics influencing habitability predictions.
Research study investigating the impact of gamified features on mobile banking app adoption and user engagement among university students in Bangladesh. Comprehensive statistical analysis of 49 respondents with all four hypotheses achieving statistical significance (p < 0.05).
Predictive model analyzing 114,002 Spotify tracks to forecast song virality. Used clustering-based virality definition with K-Means and multiple classification algorithms achieving 100% accuracy with regularized models.
Developed a stacking ensemble model that achieved 96% accuracy and 100% recall in forecasting U.S. recessions. Used SHAP to interpret the model and validate its economic logic.
A role-aware internal workflow platform designed to replace Excel and email coordination for a 100-person bank compliance division with accountable task lifecycles and management visibility.
Role · Product discovery · Requirements · System architecture
A next-generation resume/CV builder that outputs pure LaTeX for flawless typesetting and PDF quality. Designed for professionals, researchers, and students who demand beautiful, ATS-friendly resumes with zero coding required.
Role · Solo developer · Product design and full-stack implementation
Digital infrastructure for the preservation, protection, and transmission of Bangladesh's theatre heritage. Features 847+ archived documents, 23+ artist profiles, booking management system, and structured curriculum based on Dr. Fr. Tapon De Rozario's 'Echoes of Silence'.
Two-pass compiler transforming C-like source code into three-address intermediate code using Abstract Syntax Tree (AST) based code generation. Implements complete compilation pipeline from lexical analysis to intermediate representation.
Single-handedly designed and implemented a complete virtual file system from scratch in C. Features custom superblock management with CRC32 checksums, Unix-style inode system, and utilities for creating and managing VSFS images.
Comprehensive web-based course management system built with Flask. Enables students to enroll in courses and access resources, while providing administrators with tools to manage courses, upload materials, and view enrollment analytics.
Led the development of a comprehensive university platform with React, TypeScript, and Tailwind CSS. Implemented MVC architecture, role-based access control, and deployed on Vercel.
The first iteration of my personal portfolio, acting as an interactive playground. It heavily utilizes 3D web technologies to build immersive, shader-driven experiences right in the browser.
A 3D Battle Royale shooter built entirely from scratch in Python using raw OpenGL fixed-function pipeline calls. Features a custom first-person renderer without any existing game engines, implementing hand-written collision physics, wave-based AI, and a fully functional weapon/ammo economy.
A fully playable 3D survival game built entirely from scratch in Python using raw OpenGL fixed-function pipeline and GLUT. Inspired by Squid Game, it adds a full shooting system, sprint mechanics, jump physics, enemy bullet dodging, and a shield power-up.