A selection of infrastructure and AI deployments we've delivered.
Deployed a 4-node inference cluster serving 12 concurrent LLMs with sub-200ms first-token latency on AMD Instinct GPUs using ROCm 6.0.
Built a self-service provisioning platform enabling 80+ engineers to spin up standardized dev environments in under 90 seconds.
Designed a CI/CD pipeline with automated GPU workload testing, model benchmarking, and performance regression detection.
Architected a self-hosted API gateway routing requests across multiple local models with authentication, rate limiting, and usage analytics.
Deployed a full observability stack with custom exporters for GPU metrics, model latency, and queue depth across a distributed fleet.
Automated backup, failover, and recovery workflows for a multi-site infrastructure with RTO under 15 minutes.