Work
Three case studies, told the way the work actually happened: the constraint, the decisions, and what shipped.
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AI automation · Lead generation
An AI lead-gen engine, from LinkedIn network to inbox
An end-to-end outbound system run on Claude models and APIs: 12K+ profiles scraped, 1.2K+ personalized first touches sent, 200+ people engaged, and a spin-off shipped as a paid product.
Read the case study →12K+LinkedIn profiles scraped into a searchable lead database1.2K+personalized first touches sent on autopilot200+people engaged from automated outreach -
Data engineering · Disaster response
From research model to crisis maps at planetary scale
30 crisis maps shipped and 80K+ downloads by relief NGOs, from a pipeline processing planetary-scale telemetry daily.
Read the case study →30crisis maps shipped — one per crisis event80K+downloads by NGOs & disaster-relief teamsDailyplanetary-scale movement data processed & aggregated -
Data platform · Gaming
From zero to live-ops analytics in 90 days
A 0→1 cloud data platform processing 2M+ events a day and serving 70+ live-ops metrics across five game IPs.
Read the case study →2M+game events ingested & processed per day70+live-ops metrics served across 5 game IPs0 → 1analytics platform stood up in ~90 days