Senior-level data and AI engineering expertise without the full-time commitment. I embed with your team to solve specific problems, transfer knowledge, and leave you stronger than I found you.
Targeted engagements built around the problems I've solved repeatedly.
Red-team testing of your AI deployments before they reach customers. I test content safety guardrails, identify exploitable gaps, and document remediation steps — the same process I used testing Azure AI services directly with Microsoft.
Deep-dive assessment of your data platform architecture, cost structure, and failure modes. I identify what's broken, what's costing too much, and deliver a prioritised plan to fix it — not a 50-page report that gathers dust.
Hands-on training tailored to your teams' actual workflows — not generic "intro to AI" sessions. I design bespoke workshops for each business function, using your real use cases to demonstrate tangible value.
Move beyond single-agent AI tools to orchestrating multiple agents in parallel. I help engineering teams adopt multi-agent workflows — from tooling selection and patterns to cultural change and quality gates.
Targeted assessment of your Databricks estate — cluster configurations, pipeline architecture, cost allocation, and workload tuning. Most Databricks cost problems are architecture problems. I find them and fix them.
Ongoing advisory for leadership teams navigating AI adoption. I help build the business case, design the rollout strategy, and coach teams through the cultural shift — because AI adoption is a people problem, not a tech problem.
Flexible engagement models designed to deliver results, not bill hours.
Time-boxed engagements of 2-6 weeks to solve a specific problem. Audit, fix, knowledge transfer, done. You keep the playbook.
1-3 days per week, embedded with your team on an ongoing basis. I work alongside your engineers, not above them.
Ongoing access for strategic decisions, architecture reviews, and ad-hoc problem solving. Ideal for teams that need a senior sounding board.
Every engagement starts with a conversation. No sales pitch, no obligation — just a straightforward discussion about the problem you're trying to solve and whether I'm the right person to help.