I build AI systems that work.
Most consultants offshore work, miss deadlines, and leave you dependent on their broken systems.
I don't.
 
Senior engineer. Zero handoffs. Ships on time.
 
Track record:
"Will delivered a clean RAG stack in a week. Our internal team spent two months getting nowhere." — Tom R., Head of ML, logistics platform
"We were about to offshore another data cleanup project. Will rebuilt the pipeline in three days and eliminated the need entirely." — Priya K., Head of Data, ASX-listed SaaS firm
"Will is the only consultant I've hired that made things simpler, not messier." — Jack M., CTO, fintech startup
"Will doesn't just build what you ask for. He builds what you should've asked for." — Leila B., VP Engineering, e-commerce platform
 
What I build:
✦ RAGRetrieval-Augmented Generation: AI technique that combines information retrieval with text generation systems that actually retrieve the right information.
✦ AgentAI systems that can autonomously perform tasks and make decisions workflows that automate work instead of creating more work.
✦ ML pipelinesMachine Learning systems: End-to-end pipelines for training, deploying, and monitoring AI models that deploy, scale, and stay deployed.
✦ Data infrastructureThe underlying systems that collect, store, process, and serve data across your organization that processes what you need when you need it.
 
How I work:
✦ I scope the actual problem, not the problem you think you have.
✦ I write the code personally. Zero outsourcing.
✦ I build systems your team can own, extend, and understand.
✦ I ship on deadline. Always.
✦ No meetings unless they solve something specific.
 
Stack:
Python, LangChainFramework for developing applications with large language models, AWS, SnowflakeCloud-based data warehouse platform, dbtData build tool: Transforms data in your warehouse, AirflowPlatform for programmatically authoring and scheduling workflows, Postgres, DatabricksUnified analytics platform for big data and machine learning, Hugging FacePlatform hosting AI models and datasets.
Whatever works. Simple beats complex.
 
Options:
✦ Fixed-price projects. $20k minimum. 50% upfront, 50% on delivery.
✦ $2,000/day for short-term work. Migrations, audits, fire-fightingUrgent troubleshooting and fixes for critical system failures or performance issues.
✦ $350–$500/hr for advisory calls.
 
Melbourne timezone. Work globally.
 
automation@motis.group