I'm an MLOps/ML Platform Engineer with 5 years of experience building production ML systems - from model pipelines and LLM applications to deployment infrastructure using FastAPI, Docker & Kubernetes, ArgoCD, Ray, MLflow, Azure/GCP, Monitoring with Prometheus and Grafana. I've worked across industries, shipped real products, and made the mistakes so you don't have to. Whether you're navigating your first MLOps role, stuck on a deployment problem, or planning your ML career - I can give you direct, no-fluff guidance.