Supported product development by automating data workflows with Python, increasing system efficiency by 30%.
Conducted analysis on consumer behavior and system performance using SQL and Power BI to inform product strategies.
Worked closely with cross-functional teams to optimize backend data handling and improve real-time system monitoring.
Assisted in developing customer-facing dashboards, improving data visualization and user experience for client analytics.
IT Systems Developer
Bank of Canada
10.2021 - 08.2022
Supported product development by automating data workflows with Python, increasing system efficiency by 30%.
Conducted analysis on consumer behavior and system performance using SQL and Power BI to inform product strategies.
Worked closely with cross-functional teams to optimize backend data handling and improve real-time system monitoring.
Assisted in developing customer-facing dashboards, improving data visualization and user experience for client analytics.
AI Technical Product Manager
KLIP
03.2024 - Current
Led the launch of AI-powered features, including medical chronology agents and interactive case file tools, improving product engagement and increasing activation rates by 25%.
Conducted in-depth market research and consumer insights analysis to drive feature prioritization and product roadmap development.
Developed and launched a mobile application in just eight weeks, driving a 15% increase in conversions and improving user experience.
Created comprehensive business requirement documents (BRDs), managed roadmaps, and streamlined development cycles using Jira, reducing feature rollout time.
Partnered with sales teams to conduct product demonstrations, assist in technical sales discussions, and optimize customer onboarding, resulting in a 20% reduction in onboarding time.
Full Stack Developer
VistaVu
06.2021 - 08.2021
Designed, developed, debugged, performed automated testing, and operated a robust web-based timesheet system using the ASP.NET platform, resulting in a fully functional full-stack web page.
Built a user-friendly interfaces with React and Typescript, improving user engagement by +20% and reducing user error rate.
Utilized AWS technologies, including Lambda and NoSQL, to develop a comprehensive and efficient employee portal.
Implemented AWS-based backend solutions to support scalable digital products.
Co-Founder / Product Lead
SEND IT ON
03.2020 - 09.2022
Founded and led a campus-wide mentorship platform, driving strategy and growth to connect students in Canada with peers in Kenya and Uganda.
Developed and launched a mentorship platform that onboarded 200+ users within a six-week test period, iterating based on user feedback.
Defined product vision and requirements, ensuring features like user authentication, profile management, and community engagement met stakeholder needs.
Education
B.Sc. - Computer Science
University of Calgary
Calgary, AB
Skills
5 years bridging engineering & product—from AI healthcare tools to enterprise payroll systems—delivering features that raised activation, engagement or efficiency 15-30%
Deep in road-mapping, BRD writing, Jira/Agile, SQL-driven analytics & dashboarding; proven at translating ambiguous market signals into shippable MVPs
Experienced leading cross-functional pods (engineering, UX, sales, customer success) across Canada & US time zones; comfortable with C-suite demos and technical sales hand-offs
Technical core: Python, React/TypeScript, AWS (Lambda, NoSQL), Power BI, ML modeling—lets me partner deeply with devs while keeping the product lens