🌐 amirhossein-rajabpour.github.io
📍 Edmonton, Canada
<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/5de3465e-2004-4237-b8d7-20510ba028d5/icons8-linkedin.svg" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/5de3465e-2004-4237-b8d7-20510ba028d5/icons8-linkedin.svg" width="40px" /> LinkedIn
</aside>
<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/1710d8f4-f26a-443a-ab54-47aa9bcd7266/icons8-github.svg" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/1710d8f4-f26a-443a-ab54-47aa9bcd7266/icons8-github.svg" width="40px" /> GitHub
</aside>
<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/b17fe568-a99b-4316-8938-0958d7900e0b/icons8-instagram.svg" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/b17fe568-a99b-4316-8938-0958d7900e0b/icons8-instagram.svg" width="40px" /> Instagram
</aside>
Hello there! I'm a computer science graduate student based in Canada.
Here is my CV
May 2023 – Present
Research Assistant | University of Alberta
Developing a neurosymbolic reinforcement learning framework that leverages representation learning from partial positive trajectories, substantially enhancing the model’s ability to generalize to larger, unseen task configurations. This approach refined the policy’s latent representations, enabling near-optimal performance and robust generalization across diverse, complex environments. Supervised by Levi Lelis.
Sep 2024 – Oct 2024
Technical Advisement - Project Validation | Alberta Machine Intelligence Insti- tute (Amii)
Conducting research on advanced AI/ML methods to enhance real-time intrusion detec- tion and anomaly detection in high-speed network storage infrastructures. Focused on improving threat detection accuracy and scalability in multi-cloud environments.
JAN 2023 – APR 2024
Individual Study Course Project | University of Alberta
Worked on various ways to improve the work (UNVEILING OPTIONS WITH NEURAL DECOMPOSITION). Implemented hill-climbing search, hill-climbing with exploration, and genetic algorithm for this work for improvements. Supervised by Levi Lelis.
SEP 2023 – DEC 2023
Reinforcement Learning 1 Course Project | University of Alberta
Comparing the performance of an expert agent, which uses all computational resources on a single task, against a generalist agent that distributes the same resources across multiple tasks. The study evaluates their performance across various reinforcement learning algorithms like PPO, DQN, and APPO, and explores the impacts of different environments, MiniGrid scenarios, and budgets (Project Report).
MAR 2023 – MAY 2023
Bachelors Thesis | Amirkabir University of Tech.
Face aging platform using generative models e.g. CycleGAN and reversible models. Supervised by Mohammad Rahmati.
FEB 2022 – JUN 2022
Research Assistant | Amirkabir University of Tech.
Working with a research team supervised by Professor Hamed Farbeh. I was responsible for implementing a graph convolutional network from a time series dataset.
OCT 2021 – JAN 2022
R&D Software Engineer | CROUSE PJS CO.
Working on an Artificial Intelligence Vision problem. My job was to design a light model to do the following to recognize whether LEDs on the monitor work fine:
NOV 2020 – APR 2021
DevOps Engineer Intern | Graph Co.
Working with docker, Minikube, and some Backend stuff.
2023 - Present
MSc of Computing Science | University of Alberta
Edmonton, Alberta, Canada
Supervisor: Levi Lelis
2018 - 2023
BSc of Computer Engineering | Amirkabir University of Technology
Tehran, Iran
Graduate Courses
Undergraduate Courses