IHH Healthcare — Executive Copilot
Natural-language analytics over 500K patient records across 15 hospitals. C-suite asks “show me ICU occupancy vs last quarter in Penang” — gets a chart in 4 seconds.
Senior AI & Cloud Engineer at Oracle. I architect Oracle Cloud and AI systems for ASEAN's largest hospitals, highways and banks.
I've spent my career at the intersection of cloud infrastructure and applied AI — designing architectures that hold up when they're carrying real hospitals, real highways, and real banks across Malaysia, Singapore, Thailand and Indonesia.
At Oracle I lead OCI migrations and own the Select AI + Vector Search reference architecture our ASEAN field team pitches from. At Prodex AI I take products from zero to one — computer-vision pipelines, executive copilots, explainability platforms.
I write a lot too: 310+ technical articles on OCI, Oracle DB, RAG and Linux that bring in tens of thousands of engineers a month.
Natural-language analytics over 500K patient records across 15 hospitals. C-suite asks “show me ICU occupancy vs last quarter in Penang” — gets a chart in 4 seconds.
Dash-cam feeds → YOLOv8 → severity scoring → GIS-tagged work orders. Replaced 12-person manual survey teams with 4 ops engineers and a dashboard.
Drop in any PyTorch / TF model — get layer-by-layer activation maps, attention visualizations, and a shareable URL non-technical stakeholders can actually read.
1Z0-997-2320241Z0-1072-2420241Z0-1122-2420241Z0-1127-2420241Z0-07120221Z0-931-242024AZ-1042023AI-90020231Z0-1104-2420241Z0-1109-2420241Z0-1067-2420241Z0-1110-242024Open to senior / principal AI cloud roles, advisory engagements and technical due-diligence from Q4 2026. I reply within a day.