Demos & Projects
Production-ready ML systems, infrastructure tooling, and open-source projects.
MLOps Pipeline on Kubernetes
Open SourceEnd-to-end ML training pipeline with automated retraining, model versioning, and canary deployments on a self-managed K8s cluster.
KubernetesMLflowDockerArgo Workflows
Real-time Model Serving API
Live DemoHigh-performance inference API with dynamic batching, GPU acceleration, and autoscaling — sub-50ms P99 latency under production load.
FastAPITriton Inference ServergRPCPrometheus
AutoML Feature Store
Open SourceCentralized feature store for online and offline serving, with automatic drift detection and full data lineage tracking.
FeastApache KafkaRedisAirflow
Smart Camera Pipeline
Computer VisionReal-time video analytics platform using DeepStream and GStreamer, processing multi-camera streams with sub-second alerting.
DeepStreamGStreamerFastAPIRTSP