Available for AI/LLM roles

AI Engineer & Cloud Native Architect

Building production-grade AI systems — LLM integrations, voice & telephony bots, and full-stack data tools — with deep roots in Kubernetes and cloud infrastructure. Based in Singapore.

CNCF Certifications — Kubestronaut Status
CKA
Certified Kubernetes Administrator
CKAD
Certified Kubernetes App Developer
CKS
Certified Kubernetes Security Specialist
KCNA
Kubernetes & Cloud Native Associate
KCSA
Kubernetes & Cloud Native Security Associate
★ Kubestronaut
All 5 active CNCF certifications
02 / Capabilities

What I build with

AI / LLM
Claude API Anthropic SDK LLM Integration Prompt Engineering GenAI Applications RAG Pipelines AI Agents
Voice & Telephony
Twilio AWS Polly SIP Trunking CallBot Systems Multilingual NLP IVR Design
Cloud & Kubernetes
Kubernetes AWS Helm Container Security Cloud Native CNCF Stack K8s RBAC
Full-Stack & Data
React Node.js Python REST APIs Yahoo Finance API Dashboard UI Data Visualisation
Markets & Analysis
Quantitative Analysis ADX Indicator RSI S&P 500 Stress Testing Range-Bound Strategies
Languages
English Mandarin Cantonese Malay Singlish
03 / Work

Selected Projects

01
Multilingual AI CallBot
Production-deployed voice automation system for Singapore-market deployment. Handles inbound and outbound calls across English, Mandarin, Cantonese, Malay, and Singlish. Integrates Claude for intent recognition and dynamic conversation flow, AWS Polly for voice synthesis, and Twilio for telephony infrastructure.
Claude API Twilio AWS Polly SIP Trunk Node.js Multilingual NLP
AI · Voice
02
Quantitative Stock Analysis Dashboard
React dashboard for stress-testing S&P 500 constituents for range-bound behaviour. Uses ADX and RSI as primary indicators with live Yahoo Finance data. Designed to surface actionable signals for systematic trading strategies.
React Yahoo Finance API ADX RSI S&P 500 Data Viz
FinTech · Data
03
Virtual Queue Platform
App concept targeting underserved niches — small clinics, informal businesses, and developing markets — where legacy queue systems don't reach. Focused on low-friction onboarding, SMS notifications, and offline resilience for Singapore and SEA contexts.
Product Design SEA Market SMS React Node.js
Product · SaaS
04 / Background

The person behind the work

I'm an engineer with Kubestronaut status — holding all five active CNCF certifications — who has pivoted hard into the AI/LLM space. My work sits at the intersection of cloud-native infrastructure and applied generative AI.

I build things that actually ship: from multilingual callbots handling real conversations in five languages, to quant dashboards analysing live market data, to product ideas addressing underserved niches across Southeast Asia.

I'm drawn to markets and problems where existing tools don't quite fit — whether that's enterprise voice automation adapted for Singapore's multilingual reality, or queue management built for the informal economy.

Singapore / Remote
5
CNCF Certs
5
Languages
AI
Primary Focus
SG
Based In
05 / Connect

Let's talk

Open to AI/LLM engineering roles, consulting engagements, and technical co-founder conversations — particularly in voice AI, cloud-native infrastructure, or Southeast Asian market applications.

Prefer direct, honest conversations. No buzzword-laden pitches — just real problems worth solving.