Pooria Esmaeili Email & Phone Number

Waterloo, Ontario, Canada

At P&P Optica, I specialize as a Machine Learning Engineer, leveraging hyperspectral imaging to develop pixel classification and anomaly detection models. Our integrated system plays a pivotal role in the food inspection process, enabling food contamination detection and providing essential safety and quality insights to food processors. Through this role, I've gained valuable experience expanding my expertise across multiple domains, including image processing, machine learning, and software development toolkits.

Guelph, Ontario, Canada

I focused on improving FPGA placement processes using Reinforcement Learning (RL). I developed and implemented various RL models including Tabular Q-Learning, Deep Q-Learning, and Advantage Actor-Critic to dynamically select optimization strategies. This approach led to a notable 50% reduction in runtime without compromising solution quality, refining my expertise in algorithm development and machine learning for practical applications.

Digital SystemsComputer OrganizationVLSI

Tehran Province, Iran

At DigiKala, I worked as a Data Scientist, focusing on advanced analytics and predictive modeling to enhance customer engagement and drive sales performance. I utilized feature engineering techniques to analyze customer transaction data, capturing seasonal trends and promotional impacts. Additionally, I extracted and analyzed customer data, creating interactive dashboards to visualize key business KPIs, thereby supporting data-driven decision-making across the organization.

Master Of Science - Ms, Computer Engineering

Bachelor Of Applied Science - Basc, Electrical And Electronics Engineering