[سربرگ دانشگاه صنعتی شریف]

November 15, 2025

To Whom It May Concern,

I am writing to wholeheartedly recommend Ms. Fatemeh Ahmadi for the MSc program in Computer Science and Engineering at Politecnico di Milano.

As an Assistant Professor at Sharif University of Technology, I have had the pleasure of supervising Fatemeh in my Advanced Machine Learning course (Winter 2023) and as the supervisor of her bachelor's thesis during 2023–2024. Out of more than 150 students I have taught in this course over the past five years, Fatemeh ranked in the top 1% with a final grade of 19.8/20.

In her thesis project, Fatemeh developed a novel federated learning framework for privacy-preserving medical image analysis, which has been accepted as a full paper at MICCAI 2025 (acceptance rate ~23%). Her ability to independently identify research gaps, design innovative solutions, and deliver high-quality code under tight deadlines was truly exceptional.

Fatemeh combines outstanding technical skills with remarkable perseverance and teamwork spirit. When our research cluster crashed two weeks before the submission deadline, she voluntarily worked around the clock and successfully migrated the entire training pipeline to Google Colab Pro, enabling us to meet the deadline.

I have no doubt that Fatemeh will excel in Politecnico di Milano's rigorous program and make significant contributions to your research community. I recommend her without reservation and would be happy to provide additional information.

Sincerely,
Dr. Mohammad Hosseini
Assistant Professor
Department of Computer Engineering
Sharif University of Technology
Email: hosseini@sharif.edu | Phone: +98-21-6616-XXXX