Automation & AI
for Climate, Compliance, and Business.

Professional Works

I’ve worked across a few different teams building machine learning systems, data pipelines, and tools that actually get used, from climate and compliance to edge devices and backend platforms for 3+. Below are some of the places I’ve worked, what I focused on, and how it turned out.

• Math Song Sep 2024 - Present

  I design and build production-ready full-stack automation systems and AI agents with a focus on reliability, security, and scalability.

• Fair Dinkum Systems Dec 2024 - Mar 2025

  I built machine learning systems for predicting battery health long term, with a focus on reproducibility and model reliability.

• A.I.gorithm Feb 2024 - Sep 2024

  I worked on live emissions mapping, deforestation detection, and Scope 3 data analysis. Delivered geospatial tools using satellite, methane, and CO₂ datasets, adapted for Australian conditions.

• Lux Aerobot Jan 2022 - Jan 2024

  I deployed computer vision models on high-altitude balloon platforms. Designed pipelines for onboard inference, and supporting environmental monitoring.

AI Systems for Data, Compliance, and Climate

I build systems that help people make sense of data. That usually means machine learning, automation, or working with spatial and environmental info. I focus on tools that get used and not just models that sit in notebooks.

• AI Agents, Automation, and RPA

  I design and build AI-powered agents, automation, and RPA systems that integrate with your operations, using LLMs, LangChain, Zapier, and Airtable.

• Fullstack Tools & Internal Apps

  I build internal tools, dashboards, and smart workflows using Next.js, Vue and Django, Laravel, and more.

• Static Web Development

  I design and build business websites with blogging features, contact forms, and more.

• Data Systems for Remote Sensing & ESG

  When relevant, I still work with spatial and environmental data, especially if it intesects with compliance or monitoring use cases.

• Prototyping with Sensors / Vision / IoT

  I occasionally prototype fast hardware + ML systems when it supports a practical goal.

How I Work

I like building useful things. Most of the work starts with data, but the goal is always a system that solves something real for business, climate, or just making life easier.

I'm an AI and automation engineer based in Melbourne, building tools across geospatial, climate-tech, and ESG domains. I focus on turning complex data into practical systems that deliver insight and impact.

Outside of tech, I am a musician, hiker, and rhythm game enthusiast.