Research
An in-depth exploration of applying "Design by Contract" principles to Large Language Models, offering a comprehensive taxonomy, detection methods, and enforcement strategies to make AI systems more reliable...
Project portfolio
Systems, tooling, and implementation work that supports the research story.
This page prioritizes projects that best demonstrate systems depth, technical judgment, and research-adjacent engineering. The goal is not to list everything equally, but to make the strongest work easier to scan and trust.
12
Total Projects
7
Featured Narratives
5
Archive Projects
10
Long-Form Showcases
Featured project narratives
The strongest project stories appear first: research-adjacent systems work, deeper engineering builds, and projects with the clearest technical through-line.
Systems Programming
A comprehensive implementation of a custom database engine in Go featuring ACID compliance, B+ tree storage, MVCC concurrency control, adaptive indexing, and ML-enhanced query optimization - built entirely...
Projects
A deep dive into ray tracing implementation, exploring the physics of light transport, rendering equations, and practical optimization techniques for creating photorealistic 3D graphics.
Projects
A custom convolutional neural network implementation from scratch using only NumPy that achieves 95.87% accuracy on Bangla handwritten digit recognition, without relying on deep learning frameworks.
Projects
Modified TCP Vegas implementation with dynamic aggressiveness to address fairness issues when competing with TCP Reno, achieving near-perfect fairness while preserving Vegas' efficiency advantages.
Showcase
Yet Another C Compiler
A sophisticated multi-pass compiler for a subset of C programming language, featuring lexical analysis, syntax analysis, semantic analysis, intermediate code generation, and assembly optimization.
Showcase
Blockchain Based Ticketing Platform
A blockchain ticketing prototype for fraud-resistant issuance, controlled resale, and verifiable entry. Built as a BCOLBD 2021 finalist project.
Project archive
Everything here is intentionally non-overlapping with the featured showcase section.
Showcase archive
Blockchain in Healthcare 2.0
An advanced blockchain framework designed specifically for healthcare data management that incorporates sharding, Layer-2 solutions, and a Directed Acyclic Graph (DAG) ledger structure.
Showcase archive
Image Caption Generation with BERT Context Vectors
Extended the "Show, Attend, and Tell" image captioning model with BERT to improve caption quality and reduce training time, achieving 36% improvement in CIDEr...
Showcase archive
EventFly – Distributed Microservices Event Platform
A comprehensive microservices-based event management platform engineered for scalability, resilience, and rapid feature delivery, supporting end-to-end workflows for event creation, promotion, participant engagement, and...
Archive
C Compiler Implementation
Built complete compiler for subset of C language using Flex (lexical analysis) and Bison (parsing). Implemented symbol table management with scope handling and comprehensive...
Implemented and analyzed TCP congestion control variants (Reno vs Vegas) using NS3 network simulator. Designed TCP Vegas+ modification addressing fairness issues through dual-mode operation....