Back to home
Portfolio

Everything I've shipped, in one place.

Four projects that show how I work now: AI agents that touch markets, market design with the arithmetic shown, and AI video that runs as real ads. The earlier work below is how I got here.

Selected work

04
Quorum
AI agents · Trading01

Quorum

A crypto trading desk where nine AI agents argue, a deterministic risk kernel decides, and I approve every order. Built to test the one claim four viral AI-trading posts never measured: that the AI adds anything.

9 strategy runs · 0 survived the Lab

Multi-agent LLMsPythonReactBacktesting+1
View Quorum case study
Market Design Toolkit
Market design · Prediction markets02

Market Design Toolkit

Two tools that turn market-quality arguments into budget lines. Market Depth Budget prices “this market feels dead” with Hanson's LMSR; Rewards Check runs Polymarket's published maker-rewards rule and shows what the pool buys per filled share.

0.5% slippage bar: $34,484 subsidy per market

LMSRMarket microstructureJavaScriptSVG charts
Open Market Design Toolkit
Kino
Multimodal AI · Video03

Kino

An AI image and video studio for small brands. Guided tasks preview the result before anything is made, an ad maker writes and compliance-checks TikTok and Meta ads, and Advanced runs the official ComfyUI workflows for MiniMax H3, Qwen Image 2.1 and LTX-2.3 on RunPod GPUs.

Live web demo · 8 guided tasks

ComfyUIRunPodMiniMax H3Qwen Image 2.1+2
View Kino case study
HerbalBath
DTC · AI video ads04

HerbalBath

The DTC wellness brand I co-founded, grown on AI-generated video ads and UGC. I build its growth stack too: PayNow checkout, a WhatsApp reorder engine, a referral captain kit and an SEO content engine.

S$200K+ annual revenue · 30,000+ customers

AI video adsUGCNext.jsWhatsApp Cloud API+1
View HerbalBath case study

Earlier work

05
AskShop.ai
AI · SaaS

AskShop.ai

An LLM-powered product discovery engine for Shopify stores, taken from concept to launch in five weeks with a team of five. Reached 100+ business users and a 5.0/5.0 App Store rating, with Stanford Startup Society grant funding.

TypeScriptAWSLiquid+2
Calendare
Productivity

Calendare

An AI-powered productivity app that schedules locally scraped events and personalised tasks around your goals and calendar. Won a $10K NUS VIP grant.

Next.jsTypeScriptMongoDB+1
NFT Sentiment Price Predictor
Web3

NFT Sentiment Price Predictor

NFT price charts overlaid with predicted prices and market sentiment, across customisable time-series windows.

TypeScriptNext.jsTailwind CSS+4
DH
AI

Dunman Helper

A school chatbot built on Dialogflow's natural-language platform.

DialogflowPythonHTML+1
EC
Enterprise

EY Client Dashboard

Frontend development of a real-time analytics dashboard for an international enterprise client serving 1M+ users a year.

ReactJS.NET FrameworkJQuery+3