Projects
Projects and experiments in AI, data engineering and financial crime detection — from RAG systems and graph analytics to fraud and AML tooling. The live ones open right here; the rest are still being built.
Live
World Cup 2026 Prediction Platform
End-to-end data pipeline: Python scraper covering 1,248 players across 48 squads, API-Football integration, position-aware per-match rating engine, and an always-on match collector — feeding a Next.js 15 + Supabase prediction site using Dixon-Coles/Poisson modelling.
Tech
Python
Next.js 15
Supabase
API-Football
Dixon-Coles
Data Pipelines
In Development
Grant Advisor - RAG AI Chatbot
Intelligent chatbot that communicates with users to recommend suitable grants based on conversational context and requirements.
Tech
LangChain
Vector DB
RAG
OpenAI API
Node.js
Abandoned
SailPoint Automation Rule Generator
Internal tool that significantly cut down debugging time for SailPoint IIQ rules by automating generation and validation.
Tech
Java
XML
SailPoint IIQ
Groovy
Live
NewHome SG
Property and real-estate experience with 3D visualization, AI assistants, and document handling. Next.js with Three.js and Konva.
Tech
Next.js
Three.js
Firebase
Anthropic AI
Google Gemini
PDF.js
In Development
Personal Finance Analyst
AI-powered personal finance dashboard with analytics, budgeting insights, and visualizations. Built with Next.js and Neon DB.
Tech
Next.js
Neon DB
Recharts
React Hook Form
Zod
In Development
TUNE — AI Development Platform
A collaborative platform for SMEs to fine-tune, develop, and deploy LLMs easily. Simplifying complex AI workflows for teams.
Tech
Next.js
Python
Docker
OpenAI API
Vector DB