Apr 2024 - Apr 2025Working on my thesis under Prof. Theobalt’s supervision at Max Planck Institute for Informatics.
We created a 3D hand avatar with fast and photorealistic rendering by integrating Gaussian splatting and the Mano Hand Model. We are planning to publish this work soon.
Sep 2023 - July 2024
Worked at Machine Learning group in RPTU on enhancing the contrastive learning framework to learn multiple levels of semantic features per sample, useful for hierarchical and multi-label classification.
arxiv
March 2023
Transitioned from the fast-track Ph.D. to a Master's degree at RPTU with the plan of pursuing an industrial career afterwards.
Apr 2023 - Apr 2024
Worked on a novel 3D representation, Adaptive Grids, for preserving intricate details while enabling efficient rendering of 3D scenes.
Oct 2022
Started a Fast-track Ph.D. program at Max Planck Institute for Informatics in joint with
RPTU.
Dec 2021 - Sep 2022
Machine Learning Engineer at AI Home Design. Focused on industrial ML challenges by optimizing training datasets, accelerating inference through server load distribution, and deploying Docker-based APIs for trained models.
Summer 2020
Conducted an internship on medical data generation at VITA Lab at EPFL, contributing to the NeurIPS 2020 Hide-and-Seek Challenge. The code is available here.
Dec 2018 - Apr 2020
Research Assistant at
RIML Lab. Deepened my theoretical and technical knowledge in machine learning. My first major research experience resulted in a paper published in Neural Networks Journal.
May 2018 - Oct 2018
Completed a six-month internship at Myket Appstore, focusing on spam review detection through classical Machine Learning methods.
Sep 2017
Started my Bachelor Studies at Sharif University of Technology in Computer Engineering.