AI Engineer · Systems Builder

JARROD

Seasons 23
Current Circuit Hangzhou
Kaggle P1

Computer Science and Design student at SUTD. I train vision models, stress-test language models, and build the systems around them.

Scroll — lights out ↓

Selected Work

SEC · 01

Projects

Round01

F1 Dashboard

TypeWeb
F1 Dashboard: live timing leaderboard, flag panel and track map for a Monza session

Live 2026 F1 timing on OpenF1 data. Track map, leaderboard with gaps, flag panel. FastAPI backend, React front end, WebSocket feed.

RoleFull-Stack Developer
StackReact · FastAPI
Year2026
LinkVisit ↗
Round02

GenAI Text Detection

TypeML
GenAI Text Detection Round 02 · Kaggle · P1 Private

Kaggle AI-generated text detection, team of five. 1st on the private leaderboard, 4th on the public. Classical ML only: scikit-learn, LightGBM, spaCy stylometry, adversarial validation.

RoleML · Team of 5
Stackscikit-learn · LightGBM
Year2026
LinkGitHub ↗
Round03

LLM Eval Lab

TypeTooling
LLM Eval Lab Round 03 · Regression Testing

Local-first LLM regression testing. Content-addressed benchmark suites, deterministic or LLM-as-judge scoring, statistical baseline comparison, SQLite run history, CLI and REST API with a CI exit-code contract, React dashboard.

RoleCreator
StackPython · FastAPI · React
Year2026
LinkVisit ↗
Round04

TetriSH

TypeSystems
TetriSH: ncurses client showing a two-player battle royale board, next and hold queues, and the controls list

Terminal Battle-Royale Tetris in C. Launcher shell, epoll game daemon, logger daemon, admin CLI, ncurses client and replay viewer, over a self-designed authenticated and encrypted session protocol.

RoleSystems · Team of 3
StackC · OpenSSL · epoll
Year2026
LinkVisit ↗
Round05

Aura Wall

TypeHardware
Aura Wall: presenting the LED installation concept, with the silhouette and mood renders on the projector

Interactive LED installation. An ESP camera and computer vision track movement and paint a silhouette and mood across nine LED panels on custom 3D-printed mounts.

[ + next round ]

Driver Profile

SEC · 02

Singapore University of Technology and Design · Computer Science and Design

About & Skills

Hangzhou, China

Profile

I am a third-year Computer Science and Design student at SUTD, currently based in Hangzhou for a year of exchange and startup work. I started out in cybersecurity and open-source intelligence, then followed the problems that held my attention longer: how machines see, how language models fail, and how to catch those failures before a user ever does. I have trained computer vision models at a Chinese AI startup, placed first on the private leaderboard of a Kaggle AI-generated text detection competition with a team of five, and I am building an evaluation tool that stress-tests LLMs the way a scrutineer checks a car before it leaves the garage. I want to be the AI engineer who ships the system and then proves it holds up.

Away from the keyboard I freestyle in hip hop battles, play basketball recreationally, and give most of what is left to motorsport. I race in sim, study race craft, and carry one long-term ambition outside of tech: to fund my own seat in a GT3 championship in Europe. The same instinct runs through all of it. Find the limit, work out why it is there, then move it.

Spoken

EnglishChinese Korean

Languages

PythonC TypeScriptJava SQLLucid HDL

ML

PyTorchscikit-learn LightGBMspaCy Ollama

Build

FastAPIReact DockerGit Linux

Interests

MotorsportsDance Video GamesTravelling Basketball

Classification

SEC · 03

Experience

P1
B.Eng Computer Science and Design SUTD, Singapore · exchange at Zhejiang University 2026–27
Machine learning, software construction, operating systems, network security, computation structures.
2023 — 2027
P2
Computer Vision Intern MolarData, Hangzhou
Trained and evaluated computer vision models for a RAG-based recognition and decision pipeline.
2025
P3
Database Management Assistant MINDEF, Singapore
Maintained the SAF Service Injury database and built an Excel VBA workflow that replaced manual record handling.
2022 — 2024

Box, box

Let's Talk

Send a message workjarrodlow@gmail.com

Open to AI / ML engineering internships from Feb 2027 · Hangzhou · Shanghai