OvertimeLabs.ai

Retail / AI

fashion-tryon — distributed virtual try-on platform

Upload a selfie → face-preserved avatar → see catalogue items on yourself, built as seven microservices behind an API gateway.

OvertimeLabs productOvertimeLabs (own product)Active MVP

Challenge

A real try-on pipeline (Vertex Virtual Try-On) wrapped in a production-grade distributed system.

Approach

Seven services (Python/FastAPI, Go fitting engine, Node media) behind Kong, with Postgres/Redis/MinIO/RabbitMQ/Elasticsearch and Prometheus/Grafana.

Results

  • 7-service microservices architecture
  • Vertex Virtual Try-On + Imagen integration
  • Full observability (Prometheus/Grafana)

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