Jan 2025 – Present · 1 yr 4 mos

• Working in the intersection of Product - Growth - Marketing
• Snowflake, dbt, Google Analytics, Amplitude, LLMs, Product Analytics etc
• Building a self-service data culture
• Doing deep dives to understand user behaviour
• A cross domain partner with product, engineering, research, and design orgs
• Formally as a "Senior Data Analytics Developer"

Jan 2025 – Jan 2026 · 1 yr

• Bringing healthcare into the AI age @ ryzehealth.com
• We put doctors first
• As Head of Product at Ryze Health, designed and shipped numerous 0→1 products for members & providers with a hands-on, design forward, AI native approach.
• As the first product manager, I led a team to launch a LinkedIn for doctors prototype within 6 weeks with features like user profiles, feeds, search, interactions (like/comment/share), groups, and engaged communities to drive early user traction and build network effects.
• I drove a second product, an Amazon like marketplace for common prescription drugs to the finish line in 3 weeks, with features like waitlists, shopping carts, shipment tracking, delivery feeds, search, and drug request forms.
• Overall, I drove end-to-end product initiatives and defined the MVP scope through market and user research.

Jan 2024 – Jan 2025 · 1 yr · Toronto, Ontario, Canada · Remote

• Integrating the latest LLM tech into our Fintech stack
• Built a critical AI Agent for Product Managers overwhelmed with thousands of customer feature tickets, that brought a process that took 2 hours to go through 40 features to one that took 5 mins to go through the entire 3000+ stack.
• Preventing PM burnout since day -1
• Many projects like a Customer Acquisition Bot as a DAG with internal Airflow + S3 buckets on AWS Redshift with my LLM in the middle
• Did some prompt engineering too ..

Jan 2023 – Jan 2024 · 1 yr · Guildwood Village

• Took a detour from tech to explore other ways of making impact in society at the Parliament of Canada
• Constituency Assistant to the M.P of Scarborough-Guildwood, The Honourable Member of Parliament and renowned human rights lawyer Mr. John Mckay

Jan 2022 – Jan 2023 · 1 yr · Toronto, Ontario, Canada · On-site

• CEO of Preemptor AI, protecting identity and promoting originality in the age of generative AI
• On a mission to create a culture of originality.
• Join us!

Jan 2022 – Jan 2023 · 1 yr · Vancouver, British Columbia, Canada · Remote

• Creating AI-driven profits through our industry datasets to get insights on customers, competitors, and the future of growth

Jan 2022 – Jan 2022 · 0 mo · Toronto, Ontario, Canada

• Using ML, AI and Data Science to forecast future sales on terabytes of data
• data sci intern on our flagship project in revenue forecasting, capital deployment and lead engeneration with ML
• used GCP, DBT, Snowflake, fivetran, MongoDB etc on the data engineering side
• lots of XGBoost and forecasting on the ML side

Jan 2020 – Jan 2021 · 1 yr · Toronto, Ontario, Canada

• Deep dives into customer loyalty using R, SQL, Tableau, Python, PowerBI etc
• Building data pipelines, PowerBI dashboards, working directly with leadership team
• Somehow found time to make and present decks directly to US exec team
• Impacting decisions totalling a cool $2 million dollars (and counting)
• self driving
• I do not have pictures.
• It was covid :(

Jan 2019 – Jan 2020 · 1 yr · Toronto, Ontario, Canada

• Front end, Reactjs, UX/UI, A/B testing
• You know the grind.