Ryan Clark
Kelowna,BC
Summary
Machine Learning Engineer with a skillset in using SOTA computer vision models to find novel approaches to problems. Skilled in implementing Machine Learning solutions from dataset generation and analysis to model evaluation and deployment in a production environment. Communicates effectively with stakeholders to understand product needs and explain potential solutions.
https://www.linkedin.com/in/ryan-clark-908164120/
Overview
6
6
years of professional experience
Work History
Machine Learning Engineer
TerraSense Analytics
05.2022 - Current
- Developed novel computer vision architectures for the detection and classification of targets of interest for clients, resulting in a 22% increase in classification accuracy over previous algorithms with included uncertainty metrics.
- Developed a dataset generation pipeline which automated the production of datasets for model training, resulting in 5x faster dataset iterations.
- Delivered models for a large military exercise, which demonstrated our product's capability to clients to a high level of satisfaction.
- Scrum Master responsibilities for the machine learning team, including project management in JIRA, long-term road map alignment, delivering regular updates to leadership, and facilitating cross-functional collaboration with the software and operations teams
- Managed a team of data-labelers to manually annotate data of different modalities with rich metadata, allowing for more precise querying of datasets and more informed model performance metrics.
Machine Learning Intern
Royal Bank Of Canada, RBC
04.2018 - 08.2018
- Performed exploratory data analysis to identify patterns, trends, and potential features for machine learning models used for fraud detection.
- Rapidly iterated through state-of-the-art models that best represented RBC fraud data at scale.
- Maintained clear documentation throughout all stages of project development, enabling seamless handoff to other team members.
Education
Master of Science - Biomedical Engineering
McMaster University
Hamilton, ON04.2022
Bachelor of Science - Engineering Physics
McMaster University
Hamilton, ON04.2020
Skills
Python
Pytorch
MLFlow
Computer vision model design
ONNX and TensorRT model development
Dataset generation and analysis
Git
Team Management
Agile - Scrum Master
Timeline
Machine Learning Engineer
TerraSense Analytics
05.2022 - Current
Machine Learning Intern
Royal Bank Of Canada, RBC
04.2018 - 08.2018
Master of Science - Biomedical Engineering
McMaster University
Bachelor of Science - Engineering Physics
McMaster University
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