I am an incoming Ph.D. student in the Department of Electrical & Computer Engineering at the University of Maryland, College Park, advised by Prof. Sanghamitra Dutta. Prior to this, I completed my B.Sc. in Electrical and Electronic Engineering at the Bangladesh University of Engineering and Technology, where my research focused on developing a Vision Language Model for dermatological assistance under the supervision of Prof. Mohammad Ariful Haque.
I currently work as a Machine Learning Engineer at Advanced Chemical Industries Limited. I also worked as an Adjunct Lecturer at BUET’s Department of EEE for 1 semester.
Interests
- Efficient AI: model compression, efficient inference, lightweight architectures
- Trustworthy AI: robustness, fairness, interpretability
- Theoretical ML: information theory, learning theory
- Multimodal Learning: vision-language models, medical AI
- Reinforcement Learning: decision-making, sequential learning
Education
-
University of Maryland, College Park
Incoming Ph.D. Student, Electrical & Computer Engineering -
Bangladesh University of Engineering and Technology
B.Sc. in Electrical and Electronic Engineering -
Notre Dame College, Bangladesh
Higher Secondary Certificate, Science
Contact
- Email: aranyasaha932 (at) gmail.com
- CV: Aranya_Saha_CV.pdf
For more details, see my publications, research, and experience pages.
news
| Nov 1, 2025 | [Nov. 2025] Joined BUET as Adjunct Lecturer, Department of EEE. |
|---|---|
| Oct 1, 2025 | [Oct. 2025] GRPO++ uploaded to arXiv as a preprint. |
| Aug 15, 2025 | [Aug. 2025] CLARIFY uploaded to arXiv as a preprint. |
| Aug 1, 2025 | [Aug. 2025] Awarded 1st Runner-Up at the BEAR Summit 2025 AI Poster Competition. |
| Jul 1, 2025 | [Jul. 2025] Compression Strategies for Efficient Multimodal LLMs in Medical Contexts uploaded to arXiv as a preprint. |