01 — PerspectiveI'm a software engineer working across applied machine learning and full-stack product engineering. Most recently I was a Python Engineer at Ailsa HQ Limited, a UK AI grant-funding platform, and an IT Consultant at Save the Children Cambodia — holding both roles concurrently through 2026.
02 — PerspectiveMy work tends to sit where models meet real systems. On one side that means training deep-learning classifiers, engineering features for tabular models, and wiring LLM and embedding pipelines. On the other it means the unglamorous half that makes those things usable: REST APIs, access-control systems, payment integrations, admin dashboards and the deployment around them.
03 — PerspectiveA lot of that work has been for Cambodia and the region — crop-disease recognition delivered to farmers through a Telegram chatbot, a point-of-sale and ERP system for a coffee business, national QR payment rails, and bilingual Khmer/English interfaces. I care about software that reaches people who aren't well served by the default assumptions of most products.
04 — PerspectiveI graduated in Information Technology Engineering from the Royal University of Phnom Penh in 2025, and published my thesis research on payment-fraud detection independently.
