I am Sofia Kung, a data analystproduct managerAI product builderfraud fighter.

1. 011
   TarotMeow

   App AI Hackathon
   Year2026 RoleDesigner & Engineer
   Recognition🥈 2nd Place
   APAC Art × Tech
   Project A 3D tarot reading experience — infinite spiral scroll through 78 cat-themed cards with AI-powered personalized readings.
   Link tarotmeow.com
   ↗
2. 010
   ScamDecoder

   App AI Prototype
   Year2026 RoleBuilder & Designer
   StackGemini API,
   Next.js, Vercel
   Project AI fraud agent that analyzes screenshots, URLs and QR codes to protect everyday users from scams and social engineering.
   Link scamdecoder.com
   ↗
3. 009
   Shiro

   AI Agent
   Year2026 RoleArchitect
   StackClaude Agent SDK,
   MCP, Notion
   Project A personal AI assistant with memory, tool use and dynamic skill generation — autonomously prioritizes tasks and unblocks work.
   Notes Prototype →
   ↗
4. 008
   LaunchKey

   App UI/UX Hackathon
   Year2026 RoleUI & Product
   Built atGoogle / 7 hours
   Project GTM partner discovery platform. Designed the full UI in 7 hours — a case study in shipping fast without losing taste.
   Notes Prototype →
   ↗
5. 007
   Content Agent

   AI Agent
   Year2025 RoleBuilder
   StackLLM, Notion,
   Eval loops
   Project Content agent that writes in my voice — 4-step system with evaluation loops that actually ships LinkedIn posts worth reading.
   Link Read notes →
   ↗
6. 006
   JollyCards

   App AI Hackathon
   Year2025 RoleBuilder & Designer
   Built atLovable Hackathon
   Project An AI-powered Christmas card generator with custom messages and generated imagery — built during a hackathon weekend.
   Link jollycards.site
   ↗
7. 005
   Lumina Tarot

   App AI Hackathon
   Year2025 RoleSolo build
   Built atCursor Hackathon
   Project A sleek tarot reading app using generative AI for visuals and LLMs for personalized interpretations.
   Link lumina-tarot.com
   ↗
8. 004
   BonsaiMind

   App AI
   Year2025 RoleSolo build
   ForReaders &
   highlight hoarders
   Project Track books you've read, store highlights, generate AI summaries. A minimalist reading companion.
   Link bonsai-mind.com
   ↗
9. 003
   Detecting Financial Statement Fraud

   Data ML
   Year2020 RoleML training and finetuning
   PublishedTowards Data Science
   Project How machine learning can detect accounting fraud — feature engineering, model selection, and the governance side of ML in regulated industries.
   Link Read on Medium
   ↗
10. 002
    GeViz — Gov. Spending

    Data Dashboard
    Year2019 RoleDashboard App Developer
    ContextVisual Analytics, SMU
    Project Interactive visual analytics dashboard of how Singapore ministries and agencies spend — budget allocation across years.
    Link View live
    ↗
11. 001
    Air Quality in Sofia

    Data Dashboard
    Year2018 RoleSolo build
    ContextVisual Analytics, SMU
    Project Analyzing official & citizen-measured air quality in Sofia — patterns, anomalies, and weather links across the city.
    Link View on Tableau
    ↗

011 · 2026

TarotMeow

🥈 2nd Place, APAC Art × Tech. 3D infinite-spiral tarot with AI-generated readings.

AppAIHackathon

010 · 2026

ScamDecoder

AI fraud agent for screenshots, URLs and QR codes.

AppAIPrototype

009 · 2026

Shiro

Personal AI assistant on Claude Agent SDK + MCP.

AIAgent

008 · 2026

LaunchKey

7-hour build at Google. GTM partner discovery.

AppUI/UXHackathon

007 · 2025

Content Agent

4-step writing system with eval loops.

AIAgent

006 · 2025

JollyCards

AI Christmas card generator — hackathon build.

AppAIHackathon

005 · 2025

Lumina Tarot

AI tarot app — Cursor Hackathon.

AppAIHackathon

004 · 2025

BonsaiMind

Track books, store highlights, summarize with AI.

AppAI

003 · 2020

Detecting FS Fraud with ML

Essay on ML for accounting fraud detection.

DataML

002 · 2019

GeViz

SG government spending visual analytics.

DataDashboard

001 · 2018

Air Quality in Sofia

Civic data — air quality & weather links.

DataDashboard

Essays & Notes

1. W/02
   I Built 3 Products in 10 Days. Is This Pace Even Healthy? The gap between idea and shipped has collapsed. But nobody is talking about the human cost of that speed.
   Essay Feb 19, 2026 ↗
2. W/01
   What I Learned Vibe Coding My Portfolio in 4 Days Lessons on taste, prompting, frameworks, and building a portfolio website with Codex
   Essay Sep 20, 2025 ↗

Speaking

1. S/01
   Leveraging AI for Fraud Detection How fraud teams can use AI — practically, today — without losing the judgement and accountability that make fraud work trustworthy.
   Talk · ACFE Singapore 2026 Deck ↗ →

Interested in having me speak on fraud detection? Get in touch.