Experience

Senior Machine Learning Engineer
Eatron Technologies

• Developing a pipeline that estimates the remaining time for a battery until the end of useful life.

June 2022 – Present

Machine Learning Engineer
Eatron Technologies

• Developed an autonomous driving RL model that makes use of perception applications.
• Developing a pipeline that analyzes leading indicators to enable diagnosis of battery cell issues months in advance.

June 2021 – June 2022

Machine Learning Researcher
Eatron Technologies

• Clustered vehicles using unsupervised learning to extract more precise decision-making insights
• Designed an application-specific object detection network by implementing, customizing and simplifying SOTA variants
• Developed an efficient lane changing algorithm using deep reinforcement learning
• Created and customized PyGame environments

September 2019 – June 2021

Researcher
ITU AI & Data Science Application and Research Center

• Generated realistic traffic trajectories using novel GAN approaches
• Investigated value of curriculum reinforcement learning in autonomus driving
• Designed an automated curriculum learning algorithm for optimal training performance

August 2019 – June 2021