About Me

I am an undergraduate student in Computer Science and Engineering with a strong foundation in software systems and a research interest in generative models, computer vision, and deep learning.

My current academic and research work focuses on image-based learning, including caricature generation, where I explore deep learning methods for representation learning and visual transformation. I've gained hands-on experience applying deep learning techniques in practical settings and turning research prototypes into robust systems.

Over the past few years, I've built a strong foundation in algorithms and data structures through competitive programming—solving 1500+ algorithmic problems across platforms like Codeforces (Specialist), LeetCode (Top 13.82%), and CodeChef (3★). I've also represented my university in multiple national-level programming contests, which has strengthened my ability to reason rigorously and deliver high-quality code under pressure.

Alongside my projects, I bring solid full-stack software engineering experience with backend development using Node.js, Express, and MongoDB, and frontend development using React. This allows me to design, implement, and deploy complete, scalable web applications and applied machine learning systems end-to-end.

I am actively seeking Ph.D. or M.Sc. research positions where I can contribute to advancing the state of the art in computer vision, generative modeling and collaborate with faculty on high-impact, publication-driven research.

What I'm Doing

Competitive Programming

Experienced competitive programmer with 1500+ solved problems across Codeforces (Specialist), LeetCode (Top 13.82%), and CodeChef (3★), with multiple national-level contest participations.

Machine Learning & Computer Vision

Research-focused ML practitioner working on image-based learning and generative models, including caricature generation, with hands-on experience in deep learning systems.

Backend Engineering

Strong backend engineering background, building scalable APIs and services using Node.js, Express, and MongoDB, with a focus on reliability and system design.

Frontend Development

Developing modern, responsive web applications using React, Next.js, and TypeScript with an emphasis on clean architecture and performance.

Moments & Events

CUET Inter-University Programming Contest 2022

CUET Inter-University Programming Contest 2022

CUET Inter-University Programming Contest 2022

CUET Inter-University Programming Contest 2022

CUET Intra-University Programming Contest 2023

CUET Intra-University Programming Contest 2023

Premier University Divisional IUPC 2024

Premier University Divisional IUPC 2024

UIU Inter-University Programming Contest 2025

UIU Inter-University Programming Contest 2025

Cumilla University Inter-University Programming Contest 2025

Cumilla University Inter-University Programming Contest 2025

Industrial Attachment – Echologyx Ltd.

Industrial Attachment – Echologyx Ltd.

Industrial Attachment – Echologyx Ltd.

Industrial Attachment – Echologyx Ltd.

CUET Inter-University Programming Contest 2022

CUET Inter-University Programming Contest 2022

CUET Inter-University Programming Contest 2022

CUET Inter-University Programming Contest 2022

CUET Intra-University Programming Contest 2023

CUET Intra-University Programming Contest 2023

Premier University Divisional IUPC 2024

Premier University Divisional IUPC 2024

UIU Inter-University Programming Contest 2025

UIU Inter-University Programming Contest 2025

Cumilla University Inter-University Programming Contest 2025

Cumilla University Inter-University Programming Contest 2025

Industrial Attachment – Echologyx Ltd.

Industrial Attachment – Echologyx Ltd.

Industrial Attachment – Echologyx Ltd.

Industrial Attachment – Echologyx Ltd.