Thomas Fortin Email & Phone Number

Kitchener, On, Ca

Kitchener, On, Ca

Remote

Developed, trained, and tested CNNs to predict blood pressure readings from videos of users' faces using Python (PyTorch, scikit-learn)Developed and tested a new method for video pre-processing which resulted in a significant increase in regression accuracy using OpenCV

Toronto, Ontario, Canada

Trained and tested CNNs to predict survival probability for lung cancer patients based on chest CT-scans using Python (PyTorch, Pandas) and AWS SageMaker.Created an internal tool for automating testing of new models resulting in a significant increase in efficiency for the team’s machine learning workflow.

Montreal, Quebec, Canada

Developed, trained, and tested RNNs and CNNs for human activity recognition (HAR) using Python (TensorFlow, Keras, scikit-learn).Implemented and optimized solution on production servers using Python, REST API, and Linux.Increased overall accuracy of HAR algorithm from 75% to 95% and created new algorithms to countcrunches and lunges.

Kitchener, Ontario, Canada

Tested prototype robot for die manufacturing automation. Worked with intelligent vision systems, robotics, and machine learning.Started machine learning initiative to improve accuracy of bending process. Used TensorFlow and Scikit-learn to create regression models. Managed machine learning pipeline through gathering, preprocessing/feature extraction, model design, training, and testing. Resulted in a model which yielded 20% quicker bending and voided the previous requirement for regular manual calibration.Used ROS in C++ to implement new bending calibration model.

Mississauga, Ontario, Canada

Developed web applications for use in pharmacies and other areas in the healthcare industry. Worked on databases using MySQL/PostgreSQL. Built REST APIs using C# and created integration tests using JavaScriptImplemented notifications functionality with SignalR.

North Bay, Ontario, Canada

Customer Relations Associates (CRA) are individuals committed to providing outstanding customer service support and thrive in a challenging and fast paced work environment. After completion of classroom training the CRA will deliver extraordinary customer care through relationship building. As well, Customer Relations Associates proved friendly customer service and accurate information through active listening skills and first contact resolution. The Customer Relations Associate identifies opportunities to deepen the customer/client relationship as a brand ambassador.

North Bay, Ontario, Canada

Respond to first aid situations and emergencies promptly and competently by working with a team of lifeguards. Develop lesson plans and administer progressive evaluation to ensure high quality learning.

Master Of Applied Science - Masc, System Design Engineering (Ml, Health)

Bachelor Of Applied Science - Basc, Biomedical Engineering