Trevor Le Email & Phone Number

Calgary, AB, CA

Calgary, Alberta, Canada

Calgary, Alberta, Canada

• Collaborated extensively with a prominent financial institution to create advanced machine learning models for forecasting client burn rate using Python
• Managed the processing of over 1 billion rows of transaction data across tens of thousands of clients, demonstrating a strong expertise in handling large-scale data operations
• Conducted extensive exploratory data analysis, resulting in the identification of key insights that informed data-driven decisions during feature selection, contributing to a 15% improvement in model performance
• Utilized time series clustering and data-driven segmentation techniques to group client behaviour and spending patterns, resulting in an 80% improvement in model performance

Vancouver, British Columbia, Canada

• Developed a user-friendly single-page feature within an Android application, leveraging Java and Firebase, which allows patients to conveniently access and visualize their comprehensive sleep data such as oxygen.
• Engineered a custom framework that streamlined the integration of dynamic visualizations such as sparklines, bar charts, line graphs, and hypnographs, which significantly improved code quality and reduced.
• Oversaw the implementation of a modern and intuitive Android data generator in Kotlin that significantly enhanced overall productivity by reducing manual generation time by 99%

Calgary, Alberta

• Contributed to the development of a suite of projects, including a React and Redux web portal, Kotlin Android app, C#.NET Core REST API, and SQL Server database, all managed and hosted on Microsoft Azure servers to be.
• Engineered an automated sleep apnea algorithm testing framework that reduced the time to test from 24 hours to 30 minutes, resulting in a 98% reduction in time per software release
• Modernized a legacy C#.NET Core Windows application, aligning it with a 3rd-generation data schema and API, ensuring backward compatibility with previous generations, resulting in a seamless transition for existing.
• Enforced SOLID design principles to improve code maintainability, reusability, and extendability, decreasing time spent on code development and bug resolution by 70%
• Collaborated seamlessly with software managers, QA specialists, and developers, leveraging Agile/Scrum methodologies using essential project management tools such as Jira, Bitbucket, Confluence to streamline workflows.
• Conducted comprehensive code reviews and established automated unit tests, resulting in a remarkable 65% enhancement in software reliability

Master Of Engineering - Meng, Software Engineering

Bachelor Of Science - Bs, Software Engineering