A modular, end-to-end machine learning operations (MLOps) platform built on Google Cloud Platform (GCP).
- Data Ingestion: GCS, Pub/Sub, Cloud Functions
- Data Processing: Cloud Dataflow, BigQuery, Dataprep
- Experiment Tracking: Vertex AI Experiments
- Training & Tuning: Vertex AI Training, Vizier
- Model Registry & Validation: Vertex AI Pipelines, AI Explanations
- Deployment: Vertex AI Endpoints, Cloud Run, FastAPI
- Monitoring & Drift Detection: Vertex Monitoring + Evidently AI
- Frontend: React + Tailwind dashboard
- API: FastAPI microservices for orchestration