I'm building encoder and streaming platforms at Whyminds Global for clients including APMC and Laminar Global. I own workflows spanning content ingestion, encoding, packaging, DRM, server-side ad insertion, and CDN delivery for VOD and live streaming.
I've migrated legacy FFmpeg-based VOD encoding to AWS MediaConvert, strengthened MediaLive and MediaPackage workflows, and integrated Widevine and FairPlay DRM. I also use MediaTailor for SSAI and CloudFront signed URLs and cache invalidation to securely deliver manifests and segments.
Previously at Tricog Health, I helped move a monolithic SAMD application to event-driven microservices using SQS and SNS, reducing database latency by approximately 30% across more than 10 million records. At Toddle, I built serverless AWS Lambda modules, PostgreSQL data models, content-access controls, and analytics tracking.
I build production backend services with Node.js, Express, NestJS, TypeScript, Python, FastAPI, Flask, PostgreSQL, MongoDB, DynamoDB, and AWS. I use Cursor and Codex to accelerate tests, diagrams, and documentation while retaining ownership of architecture, business logic, and implementation.
