Technical leadership for data and machine learning teams — helping organisations build faster, smarter, and more reliable systems.
Get in touchMy work combines deep technical leadership with pragmatic coaching. I help teams deliver reliable data products and coach engineers to ship them effectively.
I work at the intersection of machine learning systems, data platforms, analytics infrastructure, and workflow automation — always focused on measurable outcomes.
Design and implementation of scalable data infrastructure built to last.
Development and operationalisation of production-grade machine learning solutions.
Technical coaching for data teams and engineering organisations.
Work follows an iterative, evidence-driven approach inspired by the scientific method — structured around short experimentation cycles that reduce risk and ensure measurable value.
Define hypotheses, goals, and success criteria upfront.
Record expected outcomes to detect surprises and validate assumptions.
Develop systems, pipelines, or models in focused increments.
Measure results rigorously and validate against predictions.
Learn, refine, and iterate toward production-grade quality.
I have developed training and coaching programs to help teams adopt these practices.