Software Engineer • Jul 2023–Nov 2024
Silvershield is a full-stack AI-enabled fraud monitoring platform that helps families protect senior relatives from inbox scams. I built the platform from concept to beta, owning all architecture and technology decisions end-to-end — selecting the stack, designing the data model, and shipping every feature.
With users trusting the platform with access to sensitive email inboxes, security and data integrity were the primary design constraints. I architected auth, permissions, and data access using Supabase Row Level Security and JWTs across a multi-user, multi-organization structure — ensuring each user could only access exactly the data they were permitted to see.
The original architecture used Nylas to connect Gmail inboxes for fraud detection. After profiling the system I identified it as both a cost and performance bottleneck and replaced it with a direct GCP integration. The result was a 70% reduction in infrastructure cost and a 90% improvement in processing speed.







