01 / engineer
Engineer
I build compliance-grade pipelines and production AI search. I care about retrieval quality, evaluation, and systems people can trust.
Samuel Uy / field notes
I engineer data.I explain money.
I'm Sam. I build reliable data and AI systems, then use the same instincts to explain money and ship products.
01 / portraitMetro Manila · PH
Signals I care about
500K+transactions processed each day
90%+pipeline time cut
2ranked products launched
I move between systems and stories.
Read my résumé
02 / creator
Creator
I explain personal finance on YouTube. On Instagram and TikTok, I share the routines and real life around my work.
03 / builder
Builder
I ship small products with personality. Mayi reached #1 in Paid Travel; Asenso reached the Top 5 in Paid Games.
I build systems that save time and products people choose.
01
My AI engineering work · Enterprise
Production AI Search
I serve 1,000+ queries each dayI scored 84% across 49 QA cases
02My data engineering work · Enterprise
Compliance Data Platform
I process 500K+ transactions each dayI cut 4 hours to 15 minutes
03Our travel utility
Mayi
We reached #1 in Paid TravelWe built and launched it together
04My financial simulation game
Asenso
I reached the Top 5 in Paid GamesI brought finance into game design
I talk about money and the life around my work.
I use YouTube for finance. On Instagram and TikTok, I share my work, routines, and what I learn along the way.
I'm listening and coding in public.
From my desk
Soundtrack unavailable
I’ll show my Spotify activity here when I’m listening.
GitHub · @samueluy