Gen-AI
Hello World: Vibe Coding This Blog with Gemini
Nov 20, 2025
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8 min read
AI Platform Engineering Scaling Agentic AI, Serverless & Kubernetes
AI Platform Engineer Lead with 8+ years spanning AI/ML and cloud infrastructure across banking, fintech, healthcare, and manufacturing. Currently architecting production-grade AI Agent deployment systems on GCP, from serverless Cloud Run and GKE clusters to Terraform-managed IaC and CI/CD automation.
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Dive deeper into my collection of articles covering MLOps, artificial intelligence, cloud infrastructure, and software engineering.
Cloud
Platform Engineering
Routing AI Traffic: GKE Istio vs Cloud Run Load Balancers
Apr 22, 2026
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11 min read
Cloud
Platform Engineering
Eliminating Dockerfiles with Cloud Native Buildpacks
Apr 22, 2026
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8 min read
Featured Projects
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
Coming Soon
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
Coming Soon
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
Coming Soon