Experience
2025 — Now
2025 — Now
San Francisco, California, United States
2019 — 2025
San Francisco Bay Area
Designed, built and managed a first-of-its-kind payment rail within our personal finance application - moved >$30 million for our users to pay recurring bills and build credit
Developed a card network authorizer backed by a JIT card/ACH/ledger payment rail with high uptime and latency requirements to ensure customer bills were paid on time
Maintained a ledger of accounts for 10s of thousands of users as money flowed from bank accounts to Cushion to merchants - passed bank audits
Integrated with multiple user identification/security vendors to produce a verifiable KYC record for our card-holding users - passed all security audits run by sponsor banks, vendors
Managed many stakeholders: vendor partners (Lithic, Stripe), engineers (ML/AI team), Financial Institutions, to craft a system that would run short-term credit risk operation for JIT ACH funding, pass bank ledger audits and KYC security audits
Built an authenticated RESTful API system, which we treated like a B2B partner to our front-end systems to provide financial services, data to thousands of users a day
Produced integrations with Gmail and Yahoo mail OAuth systems, as well as IMAP systems - this provided data for in-house LLM optimization and training and unique user data
Ensured near 100% uptime and reliability through robust monitoring and infrastructure-as-code best practices (Terraform)
Contributed across all of our systems: Model/LLM traffic serving and managed the performance and code of a team of 4 contractors on top of our in-house engineering staff
Developed in-house systems that would take username and passwords from users and scrape into US financial institution websites to interact with customer support portals
Hired many engineers, interviewed hundreds and mentored junior engineers
2018 — 2019
2018 — 2019
San Francisco, California
Streamlined data ingestion pipelines with Kafka and Google PubSub, ensuring data processing throughput for over 100 million users
Integrated robust encryption, HSM solutions, and external APIs behind gateway layers, bolstering privacy compliance and maintaining operational consistency
Delivered scalable, high-performance data platforms to handle high-volume requests, achieving near-zero downtime and safeguarding sensitive user information
Engineered Kubernetes-based micro-services in Scala using functional programming and category theory, to reduce code complexity and improve testability
2017 — 2017
2017 — 2017
San Francisco, California
2016 — 2016
2016 — 2016
New York, New York
Education
University of Waterloo
Bachelor of Applied Science (BASc)
McGill University
Bachelor of Arts (B.A.)
Upper Canada College