Delivery Predictions Platform

Cut Firebase reads by 30% through local file-based caching and query restructuring, improving backend efficiency.

Reduced checkin time by 50% by automating verification system with SendGrid API + QR codes, replacing manual check-in.

Built Python/C# classification system using DistilBERT with offline evaluation, reducing manual triage by 80%

Led end-to-end rollout of approval automation platform processing 500+ monthly approvals, accelerating deal cycles from months to weeks

Architected matching system for 1,000+ users with PostgreSQL/GraphQL backend, implementing similarity algorithms and async notifications

Built automated identity data pipeline (C#/SQL) that reduced onboarding from 10+ fields to 2, saving 3+ hours/week in manual operations

Led 10-member team to secure $43K in sponsorships through corporate partnerships and structured outreach, driving 39% YoY growth ($18K to $25K)