Agents, workflows, and pipelines I've put on autopilot, plotted as one dataset. Scroll, and watch the same points answer different questions.
Skills
LLM-powered automation: fine-tuning open-source models, RAG, agentic workflows, and forecasting. This is where the data science degree earns its keep, with models in the loop, evaluated properly.
Orchestration, bots, and internal tools: the schedulers, triggers, and utilities that take a manual process and quietly make it nobody's job.
Scraping, streaming, and ETL for multi-gigabyte datasets, surfaced through Power BI, Tableau, and custom dashboards. Data that shows up clean, on time, without anyone asking.
The glue: full-stack platforms, services, and APIs that connect automations to the people and systems they serve.
The proof of conviction: a home server running Docker, tunnels, monitoring, and this very website. Infrastructure that maintains itself.
Projects
A platform that pulls news for tracked stocks and funds on a schedule, analyses each story's relevance and sentiment, and turns the stream into concrete trading decisions. Research that runs itself, around the clock.
Scraping · NLP · Scheduling
A full-stack B2B catalog and order management platform for distributors: tiered pricing across 1,200+ SKUs, chunked CSV and Excel imports, real-time stock kept consistent by atomic PostgreSQL functions, and order emails with Excel attachments sent automatically.
Next.js 14 · Supabase · PostgreSQL
A customizable utility that automates the layout of large-scale product catalogs, rendering 1,000+ items with prices, descriptions, and imagery into dynamic row-and-column grids. Multi-format input, user-defined PDF layouts, and days of manual formatting reduced to minutes.
Layout automation · PDF · Python
Pipelines that pull, transform, and visualize datasets running into millions of rows, from scheduled batch ETL to real-time streams. Surfaced through Power BI and custom JavaScript dashboards built from scratch.
Python · Kafka · Spark · Power BI
Where the automation habit started: running custom multiplayer servers and writing my own gameplay plugins in Java with the developer kit. Early, unforgettable lessons in uptime, networking, and users who break everything.
Java · Plugin SDK · Multiplayer
Experience
Data Analyst · Australia
Automated pipelines that ingest and transform multi-gigabyte datasets, machine learning and time-series models forecasting product prices, scraping tools that erase manual data entry, and Power BI reporting that drives decisions.
Artificial Intelligence Engineer
Integrated open-source LLMs from Hugging Face into partner systems, fine-tuned LLaMA, Mistral, and Falcon for tasks like document summarization, and built a secure backend for locally hosted models so private data never left the building.
About
I build automations, the kind that turn a recurring chore into a system nobody has to think about. I studied computer science and data science at Monash University, which means I can put real intelligence in the loop and measure whether it works, instead of hoping. This site runs on a server in my home, tunneled through Cloudflare, because if you automate things for a living, your own website shouldn't need a landlord.
Contact me
Whether it's a role, a collaboration, or a question about something here, write to me and it lands straight in my inbox.