profile

Software engineer focused on DevSecOps, platform engineering, and cloud-native infrastructure.

I am Wilbur, a software engineer with 4+ years of experience across DevSecOps, platform engineering, backend systems, and cloud-native infrastructure. My work is centered on making infrastructure more repeatable, observable, secure, and easier for teams to consume.

Outside of work, I run a homelab and write about the technologies I explore, from Kubernetes distributions and GitOps workflows to the operational lessons that come from keeping systems alive.

core_strengths

Platform Engineering

Building self-service infrastructure platforms with Kubernetes, Crossplane, GitOps, and secure automation patterns.

DevSecOps

Designing CI/CD workflows, infrastructure delivery pipelines, and operational guardrails for cloud-native systems.

AI Infrastructure

Supporting GPU-backed AI/ML workloads with predictable capacity, tenant separation, and production-minded operations.

selected_work

Kubernetes-native DBaaS

Designed platform abstractions for PostgreSQL provisioning, lifecycle management, backups, and governance.

CloudNativePGCrossplaneFluxCDVault

AWS EKS Delivery Platform

Provisioned secure EKS foundations with hardened nodes, storage drivers, ingress, and load balancing integrations.

AWSEKSCloudFormationBottlerocket

Homelab Kubernetes

Exploring production-style operations through Talos Linux, GitOps, observability, and resilient cluster design.

TalosKubernetesGitOpsObservability

// working principle

Infrastructure should be boring in production.

The best platforms fade into the background: predictable to operate, clear to observe, secure by default, and simple enough for product teams to use without waiting on manual infrastructure work.

experience

Home Team Science and Technology Agency (HTX)

DevSecOps & AI Infrastructure Engineer

May 2025 - Present

  • Designed and built a Kubernetes-native Database-as-a-Service platform that automates PostgreSQL cluster provisioning, lifecycle management, backup integration, and operational governance using CloudNativePG, Crossplane, FluxCD, Vault, and S3-compatible storage.
  • Developed Crossplane-based platform abstractions to standardize database provisioning across environments, reducing manual infrastructure work and enabling self-service consumption of PostgreSQL clusters.
  • Built monitoring and observability capabilities with Prometheus and Grafana to track database health, cluster availability, resource usage, and operational signals across the DBaaS platform.
  • Administered NVIDIA H100 Multi-Instance GPU configurations to deliver isolated and predictable GPU capacity for AI/ML workloads, improving tenant separation and hardware utilization.
KubernetesDevSecOpsDatabasePlatform Engineering

IBM Singapore

DevSecOps Engineer

Oct 2023 - May 2025

  • Maintained and enhanced DevSecOps pipelines for provisioning AWS infrastructure, supporting microservices, serverless workloads, and monolithic applications across cloud environments.
  • Deployed Amazon EKS clusters using Infrastructure as Code with AWS CloudFormation, leveraging hardened Bottlerocket OS nodes and bootstrapping core cluster add-ons including CSI storage drivers, StorageClasses, persistent volume support, and the AWS Load Balancer Controller for ingress and load balancing.
KubernetesDevSecOpsAmazon Web Services (AWS)Helm

Carro

Full Stack Software Engineer

Aug 2022 - Aug 2023

  • Integrate Computer Vision and Acoustics capabilities to iOS & Android applications
  • Full-stack development and API Integration
Full-stackNestJSReactTypeScriptiOSAndroid

Univers (Envision Digital)

Software Engineer | DevSecOps & Backend Engineering

2020 - 20

  • Implement features of the Virtual Power Plant (VPP) Project
  • Set up Cloud-native (CI/CD) architecture with containerisation and microservices architecture
MicroservicesDockerKubernetesGo

Govtech Singapore

Full Stack Developer

2020 - 20

  • Worked on the Punggol Digital District (PDD) Project
  • Implement MQTT Broker to allow services to ingest and consume data from data.gov API endpoints using Pub/Sub model
  • Prototype search engine with ElasticSearch (ELK)
AWS, KubernetesCloud DevOps
certifications

// some small achievements along the way

Amazon Web Services

AWS Certified Solutions Architect Associate

Amazon Web Services

verify →
Amazon Web Services

AWS Certified SysOps Administrator Associate

Amazon Web Services

verify →
Amazon Web Services

AWS Certified Developer Associate

Amazon Web Services

verify →
Cloud Native Computing Foundation

Certified Kubernetes Administrator

Cloud Native Computing Foundation

verify →
tech_stack

Languages

PythonTypeScriptJavaScriptGoBash

Cloud & DevOps

AWSKubernetesDockerTerraformCI/CD

Frontend

ReactNext.jsTailwindCSSVue.js

Backend & Database

Node.jsFastAPIPostgreSQLMongoDBRedis