Data Scientist · Full-Stack Developer · Melbourne

Turning data into
quiet, smart things.

I build ML models, data pipelines and small apps — and explain AI tools simply for people who want to make things.

สอนใช้ AI และสร้างแอปแบบเข้าใจง่าย สำหรับคนไทย ✦

About

Hi, I'm Sali. I started in accounting, fell for data, and now I'm finishing a Master of IT (Data Science) at Swinburne University.

I've worked on churn modeling at Shopee Thailand and IoT data pipelines at Decon Technologies. Long-term, I'm working toward becoming an data analyst 🏎️

Selected work

Machine Learning

FIFA World Cup 2026 Predictor

Monte Carlo simulation + ML to forecast tournament outcomes, with a 6-tab interactive dashboard and sensitivity analysis.

PythonMonte CarloKaggleDashboard
Quant / Trading

Market Structure Analysis Engine

Detects swing structure — BOS, CHoCH, Order Blocks, FVG — with multi-timeframe confluence.

PythonTime SeriesTechnical Analysis
Product

Melfit AI

A Melbourne weather-based outfit planner and an AI outfit-scoring tool — from UI prototype to architecture.

React NativeFastAPIFirebaseOpen-Meteo

Experience

Say hi

Open to data roles, collabs and content partnerships.