Projects

A showcase of my work in MLOps, AI, and cloud technologies. Each project demonstrates practical applications of cutting-edge tools and methodologies.

GKE GitOps Cluster Provisioning

Complete GitOps configuration for a Kubernetes AI platform — Istio ingress with VirtualService routing, Cert-Manager with private CA, ArgoCD self-healing sync, plus infrastructure for Qdrant, Dify, LiteLLM, and OpenTelemetry.

Kubernetes Helm ArgoCD Istio Cert-Manager GKE Prometheus

GitHub

Cloud Run Infrastructure Automation

Terraform modules for provisioning Internal HTTPS Load Balancers with dynamic backend services, Serverless NEGs, URL Maps, SSL certificate rotation, and HTTP-to-HTTPS redirect — all driven by environment-specific tfvars files.

Terraform GCP Cloud Run Internal Load Balancing Serverless NEGs IAM

GCP Centralized Log Sink Automation

Terraform-managed log sinks that surgically route AI agent chat completions, LLM invocation metrics, and error events to BigQuery — with auto-provisioned IAM for sink writer identities.

Terraform GCP Cloud Logging BigQuery IAM

Enterprise AI Knowledge Base Platform

A FastAPI-based document retrieval and ingestion platform powering AI Agent RAG workflows. Features hybrid search (RRF combining BM25 + KNN), async ingestion via Pub/Sub and DocumentAI, neighbor-context enrichment, and multi-embedding support (Vertex AI, Qwen).

FastAPI Python Elasticsearch Qdrant PostgreSQL Pub/Sub Vertex AI DocumentAI

GCP Centralized Observability Stack

Automated deployment of BigQuery log sinks and OpenTelemetry collectors for AI agent telemetry.

Terraform GCP Logging BigQuery OpenTelemetry

GitHub