In Deo Speramus
Portfolio · 2026

Kanpat
Vesessook.

Brown CS '28, currently building reliable AI systems.

StudyingComputer Science, 4.0 GPA
ResearchAgent reliability · world-model planning
BuildingEvaluation tools for reliable AI systems
Reachkanpat_vesessook@brown.edu

restitution 0.50 · damping 2.0 Which way is it really running?

01 / About

A Bangkok kid
on College Hill.

AI researcher, systems builder, and occasional golfer.

I came to Brown to study what humans and machines do under uncertainty. I lead research projects on where intelligent systems break—unreliable sources, misleading objectives, leaky benchmarks, and the gap between a good prediction and a useful decision.

I also like building the software around the research. Most recently, that means developing policy-grounded evaluation systems for banking agents at SCBX R&D Lab and turning research diagnostics into tools people can actually inspect and use.

When I'm not running experiments, I'm probably on a driving range outside Providence trying to fix a slice with the same patience I usually reserve for hyperparameter sweeps.

Ink and watercolour drawing of the Van Wickle Gates at Brown University, closed, with University Hall behind them.

I Van Wickle Gates Providence · morning

Reliable agents   ·   ICML 2026 oral   ·   World-model planning   ·   Brown CS '28   ·   Privacy auditing   ·   offline-to-online learning   ·   AI evaluation Reliable agents   ·   ICML 2026 oral   ·   World-model planning   ·   Brown CS '28   ·   Privacy auditing   ·   offline-to-online learning   ·   AI evaluation
02 / Selected work & papers

Research depth,
systems instinct.

I like finding the failure mode—and building the machinery that makes it measurable.

On the record07 papers · 2024—2026
Current work at SCBX

Building policy-grounded banking agents: compile policy into executable checks, localize failures, propose workflow revisions, and accept changes only through paired, safety-gated evaluation.

in progress
03 / Experience

Where I spend hours.

A list, in reverse-chronological honesty.

Jun 2025 –
AI Researcher & Project Lead Reliable agents · financial AI evaluation · policy-grounded workflow optimization
SCBX R&D Lab, Bangkok
Aug 2025 –
Teaching Assistant · CSCI 0410 Foundations of AI · 150+ students mentored
Brown University
Jan '23 – Feb '24
Research Assistant Faculty of Science · ML for COVID-19 biomarkers
Chulalongkorn University