I'm currently pursuing a career as a machine learning engineer or other related role. As of August 2024, I completed a thesis based master's in System Design Engineering at the University of Waterloo. During that time, I completed independent research on scaling laws for biosignal transformers and also worked with Smile Digital Health to improve their master data management system with machine learning.Prior to my master's degree, I earned a bachelor's degree in Biomedical Engineering at the University of Waterloo where I had the opportunity to complete multiple co-op terms in the machine learning field.I have work and academic experience with most technologies relevant to the industry including Python, Pytorch, Tensorflow, AWS and Azure. I'm also proficient in other complimentary technologies such as Git, C#, REST API, SQL, MATALB, and Swift.Feel free to reach out if you're hiring for a position in machine learning or are otherwise interested in connecting. I'm happy to share my experiences with being an undergrad and/or grad student at UW or as a co-op student of any of my past companies with anyone who is interested.
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Machine Learning EngineerStackadaptKitchener, On, Ca
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Data Science Software DeveloperNuralogix Corporation May 2021 - Aug 2021RemoteDeveloped, 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 -
Data ScientistAltis Labs Jan 2021 - Apr 2021Toronto, Ontario, CanadaTrained 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. -
Machine Learning DeveloperIntellisports Apr 2020 - Sep 2020Montreal, Quebec, CanadaDeveloped, 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. -
Robotics Testing And Modelling EngineerOntario Die International Sep 2019 - Dec 2019Kitchener, Ontario, CanadaTested 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. -
Asp.Net Application DeveloperSoulfx Technologies Jan 2019 - Apr 2019Mississauga, Ontario, CanadaDeveloped 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. -
Technical Support AgentHgs - Hinduja Global Solutions May 2018 - Aug 2018North Bay, Ontario, CanadaCustomer 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. -
Lifeguard/InstructorYmca Of North Bay Jun 2016 - Aug 2017North Bay, Ontario, CanadaRespond 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.
Thomas Fortin Skills
Thomas Fortin Education Details
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System Design Engineering (Ml, Health) -
Biomedical Engineering
Frequently Asked Questions about Thomas Fortin
What company does Thomas Fortin work for?
Thomas Fortin works for Stackadapt
What is Thomas Fortin's role at the current company?
Thomas Fortin's current role is Machine Learning Engineer.
What schools did Thomas Fortin attend?
Thomas Fortin attended University Of Waterloo, University Of Waterloo.
What skills is Thomas Fortin known for?
Thomas Fortin has skills like Microsoft Office, Teamwork, Java, Project Management, Computer Aided Design, Microsoft Excel, Customer Service, C++, Object Oriented Programming, Inkscape, Android Studio.
Who are Thomas Fortin's colleagues?
Thomas Fortin's colleagues are Brandy Walsh, Haley King, Rebecca Meyer, Amitesh M., Ryan Cheung, Grace Walters, Cassandra Hudson.
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Thomas Fortin
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