Benedictus Aryo - MLOps Engineer

MLOps Engineer passionate about Generative AI, LLM, and Cloud technologies. Experienced in building scalable AI solutions using LangChain, LangGraph, FastAPI, and Kubernetes.

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Latest Blog Posts

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MLOps Platform Engineering

Push vs Pull CI/CD: Cloud Run and Kubernetes

Apr 21, 2026 • 7 min read

NEW

Cloud MLOps

Minimizing Downtime During Cloud Run Revisions

Apr 20, 2026 • 6 min read

NEW

Gen-AI AI/ML

Building a Hybrid Search Knowledge Base Service

Mar 13, 2026 • 9 min read

NEW

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Featured Projects

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GKE GitOps Cluster Provisioning

Complete GitOps configuration for a Kubernetes cluster running AI workloads using Helm and ArgoCD.

Kubernetes Helm ArgoCD Istio Cert-Manager GKE

Coming Soon

Cloud Run Infrastructure Automation

Terraform modules for provisioning Internal HTTPS Load Balancers, Serverless NEGs, and Cloud Run IAM bindings.

Terraform GCP Cloud Run Cloud Load Balancing IAM

Coming Soon

Enterprise AI Knowledge Base Platform

A robust document ingestion and hybrid retrieval API using FastAPI, Elasticsearch, and PostgreSQL, designed for RAG applications.

FastAPI Python Elasticsearch Qdrant PostgreSQL Pub/Sub Vertex AI

Coming Soon