AI Engineer · Singapore

I build
production
agentic AI.

AI Engineer at Carro. First Class Honours in Computer Science. I ship LLM agents that automate real work — at real scale.

// ask my agent
> what has Jun Hong shipped in production?
Selected work
01 — 02
Carro · AI Engineer

Agentic Customer Ticketing

LangChain deep-agent bots automating 100% of customer ticketing across SG, MY & HK — from ideation to production.

34,308
tickets / month
7,800h
saved / year
100%
SLA
agent flow diagram
Final Year Project · First Class

AI-Orchestrated Open Banking

A Claude agent orchestrating specialised ML models — categorisation (SetFit), fraud (XGBoost), receipts (TrOCR), forecasting (Chronos-T5).

PlaidGoCardlessClaudeXGBoost
dashboard shot
Stack
LangChain Deep AgentsMCPRAGLLM-as-a-JudgePythonFastAPIPostgreSQLOpenTelemetryAWS / GCPDocker · K8s