🎓 Education

2020 - 2022

M.SC IN COMPUTER ENGINEERING, UNIVERSITY OF TEHRAN

Thesis: Graph Structure Learning for Financial Market Prediction
Advisors: Prof. Saman Haratizadeh,  Prof. Davide Mottin
Tehran, Iran

2015 - 2020

B.SC. IN COMPUTER ENGINEERING, AMIRKABIR UNIVERSITY OF TECHNOLOGY

Thesis: Driver Behavior Recognition using Inertial Signals
Advisor: Prof. Ahmad Nickabadi
Tehran, Iran

💻 Research Experience

February 2023 - Present

ML RESEARCH ASSISTANT

Aarhus University
Research on learning logical operation on scene graphs for enhancing the image/video retrieval under the supervision of Prof. Davide Mottin and Prof. Matteo Lissandrini
Aarhus, Denmark

October 2021 - January 2022

DATA SCIENCE RESEARCHER

Eveince
Research on developing a novel graph construction method and a GNN-based model for representing and classifying stock market technical analysis reports.
Published a paper and a technical blog post
Tehran, Iran

May 2019 - November 2019

UNDERGRADUATE RESEARCH INTERN

Advisor: Prof. Yang Yu
Research on Reinforcement Learning and Policy Gradient algorithms to improve the performance of locomotion agents in the Mujoco environment
Remote

October 2016 - June 2017

ALGORITHM DEVELOPER

AUT Robotics Research Center
Advisor: Prof. Saeed Shiry
Research on task allocation algorithms for a multi-agent and communication-less system as a member of Rescue Agent Simulation team (S.O.S). Implementing routing, clustering, and decision-making algorithms for simulated agents on top of the RoboCup Rescue Agent Development Framework, resulted in an accepted Team Description Paper
Tehran, Iran

📃 Publication

January 2022

Text Representation Enrichment Utilizing Graph based Approaches: Stock Market Technical Analysis Case Study

https://arxiv.org/abs/2211.16103

March 2017

Robotic Team Description Paper

Accepted by RoboCup Rescue Agent Simulation Executive and Technical Committees RoboCup 2017, Nagoya, Japan