Family Balance
A family savings tool combining multi-bank rates, compound-interest calculations, member tagging, cloud sync, and shareable reports.
Live productProduct owner, household-workflow designer, and AI-assisted implementer
PROJECTS / SELECTED BUILDS
Projects
Mature work, research, and small experiments presented in layers: start with what works, then inspect the problem, trade-offs, and evidence behind it.
Evidence types
Read maturity before the tool list.
Showcase work is labelled by its real maturity so professional work, live products, research, and concept demos are not mistaken for one another.
01 / Professional work1
Evolving professional systems work shown through sanitised evidence.
02 / Live product2
Independent products that are usable or serve a real ongoing need.
03 / Academic research1
Formal research with methods, findings, limitations, and validation boundaries.
04 / Concept demo4
Deployed and testable, without claims of customers, revenue, or broad outcomes.
Category
Selected projects
The products and research that best represent how I build today.
Core build01
Architecture case →Multi-Venue Algo Trading Architecture
A venue-agnostic algo trading operating layer connecting adapter contracts, research, backtesting, paper and controlled live execution, risk, and observability, with UMX as the current first implementation.
Professional workInitial venue-adapter contributor and algo platform architect
Core build02
Live product ↗SimpleTerminal — Multi-Exchange Market Terminal
A zero-backend, zero-API-key market workspace that brings live quotes, depth, trades, and derivatives context from five exchanges into one screen.
Live productProduct owner and AI-assisted implementer
Core build03
Live product ↗Machine Learning for Stablecoin Depeg Risk
An eight-year study comparing Logistic Regression, Random Forest, LSTM, SHAP, and three VaR methods across different stablecoin architectures.
Academic researchMSc dissertation research design and data analysis
Core build04
V0 · FLASKOrdering form
V1 · LIVE DEMOOperations flow
Cha Chaan Teng Operations System
How an ordering exercise became an operations system, connecting mobile guest ordering and server-side pricing to a staff Kanban and traceable order state.
Concept demoProduct direction, workflow and system-boundary design; AI-assisted full-stack prototype delivery
Independent builds
Working personal products and experiments that show delivery across different users, workflows, and product contexts.
Little Spark Bilingual Learning Game
No account. No ads. Just tap, try and grow across twelve bilingual language, number, and logic activities.
Concept demoParent-observer, product designer, and AI-assisted implementer
Nerdy.im — Anti-Tool-Overload Product Concept
A fully deployed editorial prototype built around one proposition: stop collecting tools and start building a system.
Concept demoProduct concept, positioning, and content architecture owner
Football Market Decision Lab
An explainable, memory-aware review queue for fast-moving football markets, demonstrated with synthetic data and no wagering execution.
Concept demoProduct owner, decision-system designer, and AI-agent workflow operator
Lab experiments
Small prototypes and technical exercises, kept for their learning value without presenting them as finished products.
Picture Chase Real-World Word Adventure
A child repeatedly chose the version with a baby avatar, lively pursuit, and spoken collision feedback. This standalone experiment preserves that loop across five unlockable real-picture categories.
Private Media Pipeline
A rebuildable self-hosted pipeline connecting remote cloud files, queued VPS ingest, a persistent media library, and authenticated playback without exposing the private library or server.
Knowledge systems
Public technical learning organised into searchable, connected references.
Trading Technologies Knowledge Base
A public knowledge base covering FIX protocol, exchange connectivity, market structure, and related technical concepts.
Personal Knowledge Wiki
A searchable, connected, and continuously revised public knowledge base for technical learning.
Earlier builds
Small earlier builds remain visible as learning history without competing with the strongest current product evidence.
BTC / ETH Price Chart
A focused 30-day view of Bitcoin and Ethereum prices, turning live market data into a readable visual summary.
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