About

About me

I'm a final-year CS student at BRAC University who splits time between shipping production software and chasing research. By day I build React/Next.js products as a frontend developer at FourbTech; alongside that I work as an ML research assistant on biomedical AI, and do computer vision for BRACU DUBURI, Bangladesh's first autonomous underwater vehicle team.

Most of what I build sits at that intersection: full-stack products, computer vision and language models applied to real problems, and a research thread that doesn't let go — my thesis, ExplainFake, fuses audio-visual deepfake detection with explainability built directly into the architecture.

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Timeline

How I got here

Sep 2023

Started BSc, Computer Science & Engineering

Enrolled at BRAC University, Dhaka — coursework across data structures, algorithms, operating systems, databases, computer vision, and machine learning.

May 2026

Finalist, Outskill AI Builders Hackathon

Finalist with FynmanAI, an AI-powered Feynman-technique study coach.

Jun 2026

Finalist, Infinity AI BuildFest

Reached the finals with FynmanAI at the Infinity AI BuildFest.

Jun 2026

Band of Agents Hackathon

Built ThesisForge, a multi-agent thesis quality-control workspace, for the lablab.ai Band of Agents Hackathon.

Feb 2027

BSc, Computer Science & Engineering

Expected graduation from BRAC University, Dhaka.

Experience

Where I've worked

Frontend Developer
FourBtech
Developed and maintained responsive web interfaces, implementing frontend features and user-facing components in a collaborative development environment.
Apr 2025 – Oct 2025
Research Assistant
Biose Research Center
Conducted biomedical AI and computer vision research through literature review, experiment design, data pipelines, and reproducible model evaluation. Worked on multimodal deepfake detection and efficient vision-language model inference using PyTorch, pretrained encoders, attention analysis, and benchmark datasets.
Jan 2024 – Nov 2025
Junior Machine Vision Engineer
BRACU DUBURI — Autonomous Underwater Vehicle Team
Developed computer vision and machine learning solutions for autonomous underwater vehicle perception and navigation, focusing on image processing and deep learning.
Dec 2023 – Dec 2025
Web Developer Intern
Nebulae-Soft
Worked on web development projects using Node.js and WordPress, contributing to the development and maintenance of client-facing web solutions.
Nov 2024 – Apr 2025
Video Editor
Youth School for Social Entrepreneurs (YSSE)
Created and edited video content for organizational and social-impact initiatives, developing skills in video editing, animation, and visual storytelling.
Dec 2023 – Mar 2024

Certifications

Courses & credentials

Wiley Researcher Academy · May 2026

A Complete Guide to the Key Components of a Research Article

Structure and intent of every section of a scientific paper, from abstract and introduction through methods, results, and references.

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Coursera · May 2026

System Design Fundamentals

Core building blocks of scalable systems: caching, load balancing, replication, partitioning, and the trade-offs between them.

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Coursera · May 2026

Explainable AI

Interpreting model predictions with SHAP, LIME, saliency maps, and other post-hoc explanation techniques.

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Coursera · December 2025

Natural Language Processing with Classification and Vector Spaces

Sentiment analysis, vector space models, and word embeddings applied to text classification tasks.

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Coursera · November 2025

PyTorch Ultimate 2024 - From Basics to Cutting-Edge

End-to-end deep learning in PyTorch: tensors and autograd through CNNs, RNNs, and transformer models.

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Coursera · July 2025

Build Basic Generative Adversarial Networks (GANs)

Generative adversarial networks from first principles — generator/discriminator training dynamics and DCGANs.

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Coursera · June 2025

Machine Learning Specialization

Supervised and unsupervised learning, neural networks, and practical ML system design (DeepLearning.AI / Andrew Ng).

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Coursera · April 2025

Mathematics for Machine Learning and Data Science Specialization

Linear algebra, multivariate calculus, probability, and statistics that underpin machine learning.

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Coursera · November 2024

Deep Learning Specialization

Five-course sequence on CNNs, sequence models, and how to structure and tune deep learning projects.

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