Track record
Career deliverables. Products I shipped and the business value they created.
Safety alerting pipeline redesign Rebuilt a failing alert path under load, without a rewrite. Domain: a US youth rideshare platform Year: 2024 Self healing Postgres index maintenance Turned reactive index firefights into a closed loop that detects, alerts, and safely repairs. Domain: a US youth rideshare platform Year: 2025 Swapping the brain without stopping the body Replaced manually uploaded allocation factors with curves computed in BigQuery, behind a contract and a fallback. Domain: a global fashion brand, ecommerce/retail (NDA) Year: 2025 to present Rebuilding image moderation at 600K images a day Cut human review hours nearly in half while tightening trust-and-safety control. Domain: a K-12 communications platform Year: 2022 Thirteen steps, three tools, one click Rebuilt a distrusted feature enablement process into a one click, fully audited platform. Domain: a K-12 communications platform Year: 2022 The bug that survived 2.5 years of workarounds Found the root cause of a legacy data sync failure before back to school; rostered renewals climbed from 78% to 98%. Domain: a K-12 communications platform Year: 2023 A two front fix for the platform's most common user mistake Cut account unmerge tickets from 13 minutes to 4, then redesigned login so most never happen. Domain: a K-12 communications platform Year: 2022 Crash-free for the people who sign the renewals Defined a UX health metric for district admins, then drove weekly crash exposure from ~20% to 3%. Domain: a K-12 communications platform Year: 2023 A marketplace where money can never move twice Built an NFL suite resale flow from zero, with KYC onboarding, idempotent payments, and payouts gated by verification. Domain: a professional sports franchise Year: 2024 Teaching the interview, not the answer Coached career switching engineers from memorized architectures to a repeatable system design framework. Domain: Turing School of Software & Design Year: 2019 to 2021
Selected work led by the founder across senior engineering roles. Presented as career experience; company identities anonymized.