cv

Master of Science

McGill University | Mila

Electrical and Computer Engineering

Bachelor of Science

Sharif University of Technology

Computer Engineering

Graduate Research Student

Mila - Quebec Artificial Intelligence Institute

Conducting research in medical imaging and generative modeling under the supervision of Prof. Tal Arbel.

• Working on Diffusion Models for explainability and uncertainty quantification in medical images.
• Trained stable-diffusion on medical data and fine-tuned using policy optimization to improve alignment with prompts by 11%
• Worked on Distillation of Diffusion Models for faster inference and deployment.

.NET Developer (Part-time)

Node Effect

Worked as a .Net developer and contributed to C# and F# open-source projects.

• Developed a MAUI-based application (C#) and contributed to the MAUI Linux project.
• worked on Bitcoin Lightning-related projects.

Research Intern

ETH Zürich – AIT Lab

Worked as a research intern on Human-Object Interaction and 3D reconstruction.

• Designed and implemented pipelines to generate 3D human and object models from single images while reasoning about their interaction.
• Used the decoder of a pre-trained VQ-VAE model to generate object meshes from images.

Research Intern

EPFL – VITA Lab

Worekd as a researh intern on Human Pose Forecasting.

• Developed and maintained UnPOSed, an open-source toolbox for forecasting a sequence of human pose in future.
• Designed and evaluated a method for human motion prediction that improved results of various SOTA models by 2-5% across multiple datasets.

Research Collaborator – B.Sc. Project

University of California Irvine & Sharif University of Technology

Joint reserach project between UCI and Sharif University of Technology for my B.Sc. thesis.

• Worked with vision-language models, Transforemrs, and Graph Neural Networks.
• Designed and developed a multimodal model using GNNs and Transformers to predict cuisine using ingredient information and recipes.

Research Intern

Imperial College London

Investigated and experimented with new methods for the verification of Neural Networks.