AI Developer · Auckland, NZ
I build AI agents and automations that run in a real business every day, and I test them until I can show they work. Below are the numbers, and a demo you can try.
Best retrieval score across 36 reviewed test questions
Questions with the right page in the top five results
How often my LLM reviewer agreed with my own review
Three retrievers, each at four chunk sizes
From my RAG Research Assistant. See the full results
Live demo
Ask questions about five well-known papers on retrieval and RAG. It answers only from the papers and cites the paper and page for every claim.
Python · LangChain · BM25 · sentence-transformers · OpenAI · Gradio · pytest · GitHub Actions
Try asking
What happens when the answer sits in the middle of a long context?
The demo runs on Hugging Face and may take a few seconds to wake up.
What I build
Agents that classify, retrieve and reply, and question-answering over documents.
Checks that catch bad output before it reaches a customer.
Workflows joining e-commerce, inventory, shipping, helpdesk and social platforms.
Dashboards and analysis that turn raw data into decisions.
Experience
| Skill area | |||||
|---|---|---|---|---|---|
| Databases and warehousing | |||||
| Dashboards and reporting | |||||
| Statistics and machine learning | |||||
| Optimisation and AI search | |||||
| Automation and integration | |||||
| LLMs and agents | |||||
| Evaluation and testing | |||||
| Servers and deployment |
Click a column to see the role.
Contact
Open to AI and automation roles in Auckland.
