Associate Product Manager at X (Twitter), driving ad-serving systems at scale. Technical background in React & Node. 8+ years across product, engineering & ops. Based in Ontario, Canada · open to remote.
From ad infrastructure at scale to zero-to-one automation products.
Drove the roadmap for internal ad-serving and campaign validation systems supporting global advertisers and agencies. Prioritized backlogs using Datadog and Grafana insights, improving campaign throughput by 18%. Partnered with engineering, design, and ad-ops to enhance creative rendering, targeting accuracy, and measurement reliability.
Defined PRDs for truck check-in automation, improving client satisfaction and retention. Managed end-to-end API rollout coordinating across design, QA, and onboarding. Balanced operational scalability against client-driven feature priorities.
Built React UI components and complex web forms integrating REST APIs. Developed the Packages Bundle + Save conversion flow and led client onboarding workshops.
Built and optimized features for a platform supporting 15,000+ career transformations and 900+ placement partners. Designed RESTful APIs bridging web and mobile platforms.
SAP ecosystem (ABAP, SAPUI5, SAP HANA). Improved vendor invoice workflow efficiency by 15% through process optimization and pattern recognition automation.
Developed and executed test plans for PlayStation and Xbox titles. Operated in tightly controlled sandbox environments with hardware and software validation.
A technical PM toolkit — product craft backed by hands-on engineering experience.
Not just shipped — moved the needle.
Prioritized engineering backlogs using data-driven insights, resulting in a 18% improvement in campaign throughput. Monitored impression latency and campaign success rate as primary KPIs to guide continuous iteration on ad delivery.
Defined requirements and managed end-to-end rollout of a new automation platform, improving client retention and satisfaction scores. Coordinated cross-functional delivery across design, QA, and customer onboarding.
Built and maintained features serving 15,000+ learners and 900+ placement partners. Designed RESTful APIs enabling seamless web-to-mobile integration with zero unplanned downtime during scaling.
Automated invoice processing through pattern recognition in the SAP ecosystem, reducing workflow cycle time by 15%.
Because if you want the job, you might as well automate the search.
A local-first AI job intelligence workbench — built with Tauri 2, React 19, Python/FastAPI, and graph/vector stores (Kuzu + LanceDB). It scrapes job leads from multiple sources, runs them through a quality gate, ranks fit against your profile using semantic matching, and generates tailored resume PDFs and cover letters. All data stays on your machine.
I'm currently open to Senior PM and Technical PM roles, particularly in AdTech, SaaS, and developer tooling. Remote-friendly. Based in Ontario, Canada.