Experience PDF

B.Sc. in Electrical and Electronic Engineering

Bangladesh University of Engineering and Technology

• CGPA: 3.73/4.0
• Thesis on dermatological diagnosis using vision-language models.

Machine Learning Engineer

Advanced Chemical Industries Limited · Department of MIS

• Bangla OCR for handwritten and printed documents.
• AgroResearch AI, a retrieval-augmented agricultural research assistant.
• Bangla text-to-speech.

On-Policy Self-Distillation Collaboration

With Md Mofijul Islam of Amazon GenAI · Remote

Co-developed OPASD for language-model reasoning.

Policy Optimization Collaboration

With Prof. Ser-Nam Lim of the University of Central Florida · Remote

Efficient policy optimization for language-model reasoning; first-author work on PrePO.

Independent Research

Exploring world models for reinforcement learning, on-policy distillation, sampling strategies, and inference-time scaling.

Undergraduate Researcher

Bangladesh University of Engineering and Technology

Dermatological vision-language models, GRPO++, and CLARIFY.