In November 2021, I joined the Human Pose Prediction group in Visual Intelligence for Transportation Lab as a research assistant under the supervision of Prof. Alahi. I worked on the design and development of a teacher-student model based on the Meta Pseudo Labels model and diffusion models to reconstruct the full poses and then predict future poses using them.
In June 2021, I joined the Medical Image Analysis group in Data Science and Machine Learning Lab as a research assistant under the supervision of Prof. Rabiee to do my bachelor project "Interpretability of U-Net Model in the Segmentation of Medical Images". I tried to find new and innovative ways to make segmentation models interpretable using the legacy methods in classification. As a solution, I developed a wrapper function that performs the classification interpretability methods pixel-wise and then combines them using a flexible pattern.
In November 2020, I joined the Medical Image Analysis group in Bioinformatics and Computational Biology Lab as a research assistant under the supervision of Prof. Rohban. My project was the Design of An Automatic Orthodontic Diagnosis and Cephalometric Analysis Tool. I developed several semi-supervised and self-supervised models to solve this problem since our labelled dataset was very small and we had a large unlabelled dataset. I also tried to solve this problem from another angle: I split the problem into two separate landmark detection and classification tasks. I developed several CNN regression and segmentation models for landmark detection.
Western University, London, Canada September 2022 - Present
Sharif University of Technology, Tehran, Iran February 2019 - February 2022
Online Computer Science Summer School September 2020
Computer Science Summer School (CSss) is an event held by Rasta Scientific Association whose purpose is to teach computer science fields and team working to high school students. I led students to learn basic blockchain concepts by solving simplified real-world problems.
Computer Science Summer School September 2019
I designed the workshop so that students learn fundamental cryptography concepts such as symmetric encryption systems, Diffie-Hellman key exchange protocol, and RSA encryption system by solving simplified real-world problems and supervised mentors during the workshop.
Computer Science Summer School September 2019
Computer Science Summer School September 2018
Computer Science Summer School September 2018
Computer Science Summer School September 2017
Isfahan Mathematics House April 2017 - September 2017
The Isfahan Mathematics House was founded to popularize and spread mathematics and be a suitable platform for the acquaintance of students with the history and various aspects of mathematical sciences. High school students may join one of several research groups to learn more about mathematics and research. I was one of the instructors of the cryptography research group.
Payam Pardaz, Isfahan, Iran June 2020 - September 2020
In the summer of 2020, I continued to work in Payam Pardaz as a Qt and C++ developer intern. I worked on Ravin EDR, a service for windows systems that tracks and records events such as kernel-level activities and events related to processes and file system.
Payam Pardaz, Isfahan, Iran June 2019 - September 2019
In the summer of 2019, I joined Payam Pardaz , the first company in Iran in information and communication security, as a Qt and C++ developer intern. I worked on Ravin Network and Log Management, which monitors servers, network infrastructure devices, security devices, network services, databases, extracts all network traffic flows and detects network anomalies using pre-defined rules.