AI Researcher & Software Engineer
Passionate about advancing AI through failure analysis and efficient vision-language systems. Currently developing cutting-edge biometric systems at TigerIT while pursuing research in inclusive technology and pattern recognition.
Turning Model Failures into Learning Opportunities
I'm a computer science graduate from Bangladesh University of Engineering and Technology (BUET) with a deep passion for understanding and improving AI systems. My research philosophy centers on the belief that the most valuable insights come from studying where and why models fail.
I am actively seeking PhD opportunities for Fall 2026 to advance research in vision-language AI systems, focusing on interpretability, efficiency, and real-world applications.
Latest News and Activities
Our startup "SignSpeak" has been selected for the prestigious BUET Incubator Program. I'm serving as CEO, leading our mission to make communication inclusive for deaf communities.
Started my full-time position in R&D, working on cutting-edge biometric recognition systems for national and international deployments.
Awarded a prestigious fellowship for outstanding research work in the very first semester of MSc., based solely on research contributions without any GPA requirement!
Submitted a paper on health policy evaluation using causal inference to the CIKM 2025 conference.
Joined RoboFication LLC as a Junior AI Engineer, contributing to innovative MBSE and systems design solutions.
Submitted a paper on Multi-factor security work (LLM-MFA) to the ACL 2025 conference, advancing the field of computational linguistics.
Presented EMPATH at the International Conference on Pattern Recognition, receiving excellent feedback from the computer vision community.
Academic Background
Bangladesh University of Engineering and Technology (BUET), Dhaka
Notre Dame College, Dhaka
St. Joseph Higher Secondary School, Dhaka
Building Real-World AI Solutions
TigerIT Bangladesh Limited
Robofication LLC (Remote)
Bangladesh University of Engineering and Technology
Peer-Reviewed Research Contributions
Oral Presentation at International Conference on Pattern Recognition (ICPR 2024)
Current Focus Areas
Investigating failure patterns in multimodal AI systems through gradient and representation analysis to improve model robustness and interpretability.
Developing next-generation iris recognition system using deep learning to replace traditional Hamming distance approaches for TigerIT's IREX submission.
Exploring novel authentication mechanisms using large language models for secure multi-party verification systems.
Transforming Ideas into Impact
Built a natural language-based restaurant search web application tailored to user preferences using AI-powered recommendation systems.
Led development of BUET Bus Automation service admin interface, streamlining campus transportation management for thousands of students.
Developed uncertainty-aware face recognition system with dynamic sample weighting, improving accuracy by 2-3% on challenging datasets.
Built adaptive vision system that dynamically adjusts computational resources based on image complexity, reducing computation by 35% while maintaining accuracy.
Recognition and Milestones
CSE-316, BUET - March 2023
Banglalink Ennovators 5.0 - Dec 2021
Youth School for Social Entrepreneurs - Aug 2021
BUET - November 2020
Bangladesh Astronomy Olympiad - May 2018
Olympiads, Quizzes, Debates
I'm actively seeking PhD opportunities and research collaborations
