Michael Hoon
- 24 years old
- Made in Singapore 🇸🇬
- AI/Data Engineer
- Singapore University of Technology and Design
- Resume/CV
About me
Hi 👋, I’m
I study Systems Engineering (Business Analytics, minor in AI), and build systems where research meets production. I’m fascinated by tech for public good and enjoy turning complex problems into reliable tools. Lately, that’s meant working on multi-agent LLM systems and learning how to make data workflows scalable and resilient in the cloud (AWS).
My current focus is on data engineering and cloud infrastructure: I’m building pipelines that reliably move and transform data, experimenting with orchestration patterns, and deploying models so they’re useful outside notebooks.
Outside of code, I capture the world through photography, recharge on hikes, run for clarity, and travel to learn new perspectives. Someday I plan to adopt a cat 🐱!
🔥 Actively seeking full-time roles in Data or AI Engineering for May 2026 openings!
Latest Projects
Work Experience
Government Technology Agency (GovTech) Singapore
Data Engineer InternCloud Data Platform Modernization: Optimised Redshift data warehouse performance (-30% storage, -15% latency) and deployed a SageMaker Unified Studio analytics zone (Bedrock, Glue, Athena, DataZone) with Terraform IaC, centralizing data for 50+ users and enabling 100M+ daily clickstream insights via Firehose → S3 → Redshift → Quicksight.
DSO National Laboratories
AI Engineer InternMulti-Agent RAG System: Built a containerized, graph-based local RAG pipeline (LangGraph + Ollama + Neo4j + PostgreSQL) for research assistance, generating Knowledge Graphs from PDFs and improving multi-hop query accuracy by ~30%, cutting research analysis time by 10+ hours/week.
Poh Tiong Choon Logistics Ltd.
Data Analyst InternSupply Chain Optimization: Analyzed delivery driver datasets with Python & Power BI to improve scheduling and built automated Bash/Python ETL pipelines, boosting driver utilization by ~20% and cutting report time from 8 h → 1 h.
Photography
