Led the development of Ontario-wide Bail Dashboard for Firearm & Gang offenses, coordinating with stakeholders and overseeing design and construction of Azure-based data infrastructure. Spearheaded ETL pipeline design for optimized data flow and integrity, implementing anchor data model for enhanced organization. Contributed significantly to OPP’s Data Pipeline, focusing on cleaning, modeling, geocoding, and analysis. Championed transition to cloud-based services, leading Git integration for improved version control and team collaboration.

Contributed to a multitude of control system programming projects, including CAN programming and signal design, modelling of simulation results in Python, embedded linux development in Yocto, design & implementations at multiple stages of an analytics system, digital logic for heavy machinery equipment, etc.

Helping to build/run curriculum for machine learning graduate course for AIM in Cameroon under Dr. Jeff Edmonds.

Helped to run and collect information on online schooling and collaboration methods for Dr. Andrew Maxwell.

Learned about development cycles and implementing features in web applications at each level of the stack. Gained experience with Angular, JavaScript, C#, SQL, and ASP.NET Core.