Experience

DeepR Analytics
• Canada
• Technology, Information and Internet
• 1 - 100 Employee
• Machine Learning Engineer

  • Apr 2023 - Present


RLAI Robotics Lab headed by Prof. A. Rupam Mahmood at the University of Alberta

• Graduate Research Asistant

  • Jan 2021 - May 2023

  • Developed a real-time learning system called Remote-Local Distributed (ReLoD) system with Python to distribute computations of a Reinforcement Learning system between two computers • Wrote and submitted two papers about real-time learning of robotic tasks with Deep Reinforcement Learning to conferences • Implemented Deep Reinforcement Learning algorithms SAC and PPO with Python and Pytorch • Implemented Machine Learning algorithms such as Linear Regression/Classification, Deep Neural Networks, Gradient Descent, and Forward/Backward Propagation with Python and Matlab • Used ANN, CNN, GRU, LSTM, and Transformers to solve a handwriting recognition problem with Python and Pytorch • Developed real robotic Reinforcement Learning tasks with Python Show less



University of Alberta

• Canada
• Higher Education
• 1 - 100 Employee

• Teaching Assistant (TA)

  • Jan 2021 - Apr 2022

  • TAed for CMPUT 379: Operating System Concepts and CMPUT 175: Introduction to the Foundations of Computation II (Python) • Led lab session lectures to teach supplementary concepts and codes • Hosted office hours to help students with assignments and course materials • Prepared solutions for assignments and exams • Coordinated with other TAs to mark assignments • Received good reviews from instructors and students • TAed for CMPUT 379: Operating System Concepts and CMPUT 175: Introduction to the Foundations of Computation II (Python) • Led lab session lectures to teach supplementary concepts and codes • Hosted office hours to help students with assignments and course materials • Prepared solutions for assignments and exams • Coordinated with other TAs to mark assignments • Received good reviews from instructors and students



Cancer Care Manitoba (CCMB)

• Software Developer (COOP)

  • Feb 2018 - Oct 2018

  • Used Swift language and iOS SDK to develop an iOS App to collect patients’ information • Used Java language and Apache Tomcat to develop a backend server to provide database access for the App • Translated the benefits and risks of the project to the CCMB management group • Led discussions with CCMB cross-functional team to identify difficulties and solutions for the project • Demonstrated weekly project progress and updates to supervisors based on ongoing feedback • Used Swift language and iOS SDK to develop an iOS App to collect patients’ information • Used Java language and Apache Tomcat to develop a backend server to provide database access for the App • Translated the benefits and risks of the project to the CCMB management group • Led discussions with CCMB cross-functional team to identify difficulties and solutions for the project • Demonstrated weekly project progress and updates to supervisors based on ongoing feedback