Grew engineering teams.
At Tessact I grew engineering from 2 to 10+ people without pausing enterprise delivery, and in earlier companies built teams of 15+. Technical hiring, onboarding, mentoring and performance conversations, across backend, frontend, AI and product design.
BackendFrontendAIDesign
Monthly AWS bill
53%
lower, about $96K saved a year
Workload profiling, container right-sizing and CPU-only inference builds that dropped about 5 GB of unused CUDA from every image.
Heavy media work, off the request path
Transcoding, scene detection, VAD, transcription and LLM calls run on Celery and RabbitMQ workers, so the API stays fast under load.
PostgreSQL, Redis, Elasticsearch on Kubernetes