🎓 Education

Doctor of Philosophy in Computer Science

University of Virginia, Charlottesville, VA, USA 2024 – 2028
Center for Diabetes Technology
Advisors: Prof. Heman Shakeri and Prof. Hadi Daneshmand

Master of Science in Computer Science, en route

University of Virginia, Charlottesville, VA, USA 2024 – 2026

Bachelor of Science in Computer Engineering

Shiraz University of Technology, Shiraz, Iran 2018 – 2022
GPA: 3.671 / 4.000
Ranked 4th among Computer Engineering students

🔬 Research Interests

Core areas of focus and expertise

Deep Learning
Clinical Machine Learning
Physiological Time-Series Modeling
AI for Healthcare

📄 Selected Publications

Peer-reviewed articles, conferences, and preprints

When Language Models Misread Physiology: Confounding and Uncertainty in T1D CGM Forecasting
Heman Shakeri, Amirreza Dolatpour Fathkouhi, Alireza Namazi
Diabetes Technology & Therapeutics
Conference Abstract
The Stationarity Bias: Stratified Stress-Testing for Time-Series Imputation in Regulated Dynamical Systems
Amirreza Dolatpour Fathkouhi, Alireza Namazi, Heman Shakeri
arXiv
arXiv
Mitigating Exposure Bias in Risk-Aware Time Series Forecasting with Soft Tokens
Alireza Namazi, Amirreza Dolatpour Fathkouhi, Heman Shakeri
IFAC World Congress 2026
Accepted
Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI
Mills Staylor, Amirreza Dolatpour Fathkouhi, Md Khairul Islam, Kaleigh O'Hara, Ryan Ghiles Goudjil, Geoffrey Fox, Judy Fox
International Journal of High Performance Computing Applications
Accepted
AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture
Amirreza Dolatpour Fathkouhi, Geoffrey C. Fox
20th IEEE International Conference on e-Science
Accepted

🧪 Research Experience

Researcher

Center for Diabetes Technology, University of Virginia, VA, USA Mar. 2025 – Present
Examining imputation methods for Type 1 Diabetes (T1D) data and developing physiology-aware time-series forecasting models.

Researcher

Department of Computer Science, University of Virginia, VA, USA Jan. 2024 – Mar. 2025
Worked on foundation models for astrophysics datasets.

Research Collaborator

Dept. of Electrical and Computer Engineering, University of Windsor, ON, Canada Apr. 2022 – Dec. 2023
Contributed to preliminary work on integrating swarm intelligence optimization with the LIME explainability algorithm.

Researcher

Data Modeling, Processing, and Analysis Research Group, Shiraz University of Technology, Iran Feb. 2022 – Apr. 2022
Preprocessed, analyzed, and modeled medical datasets for predictive analytics.

Researcher

Dept. of Electrical and Electronic Engineering, Shiraz University of Technology, Iran Jun. 2020 – Apr. 2022
Worked on a swarm optimization algorithm variant for tuning hyperparameters of deep neural network models.

👨‍🏫 Teaching, Mentoring & Service

Reviewer, IEEE EMBC 2026

48th Annual International Conference of the IEEE EMBS Feb. 2026

Teaching Assistant, Computational Intelligence

Department of Computer Engineering, Shiraz University of Technology Mar. 2021 – Aug. 2021
Supported 40+ students through course discussions, assignments, and problem-solving sessions.

Teaching Assistant, Algorithm Design

Department of Computer Engineering, Shiraz University of Technology Mar. 2021 – Aug. 2021
Guided 30+ students in virtual classes and helped with assignments and algorithmic problem-solving.

Teaching Assistant, Artificial Intelligence and Expert Systems

Department of Computer Engineering, Shiraz University of Technology Sep. 2020 – Feb. 2021
Led virtual problem-solving sessions and provided academic support for 30+ students.

Teaching Assistant, Advanced Programming

Department of Computer Engineering, Shiraz University of Technology Jan. 2020 – Sep. 2020
Graded programming assignments and supported 30+ students with course exercises.

💻 Technical Skills

Programming

Python MATLAB C C++ C# Java

Machine Learning & Data Science

PyTorch TensorFlow NumPy Pandas

🌍 Languages

Persian Native
English Professional Working Proficiency

👥 References

Heman Shakeri

Assistant Professor

Department of Data Science

University of Virginia

hs9hd@virginia.edu

Hadi Daneshmand

Assistant Professor

Department of Computer Science

University of Virginia

dhadi@virginia.edu

Geoffrey Fox

Professor

Department of Computer Science

University of Virginia

gcfexchange@gmail.com

Abdollah Kavousi-Fard

Associate Professor

Department of Electrical and Electronic Engineering

Shiraz University of Technology

kavousi@sutech.ac.ir