I lead delivery of NLP, machine learning and cloud-native analytics with a practical engineering approach. My work focuses on automation that stands up to scrutiny: measurable accuracy, clear governance, and outcomes that teams can use day-to-day.
A selection of delivery work across regulated environments, designed for repeatability, auditability and clear stakeholder value. Filters below highlight the main theme of each piece.
Delivered an automated pipeline to analyse 800k+ digital customer interactions, including robust text preparation, classification and keyword/theme outputs. Produced stakeholder-ready dashboards with consistent definitions and traceable metrics.
Reworked a high-volume reporting workflow using Python-based quality controls and statistical checks. Reduced publication timelines from weeks to hours while improving repeatability and providing clear exception handling.
Applied NLP techniques to structured and unstructured RAID-style data to support prioritisation across complex programmes. Focused on explainable features and clear communication of uncertainty to decision-makers.
Built production-grade ingestion and transformation workflows with strong operational controls: lineage, scheduled execution, data quality assertions and clear ownership boundaries between teams.
Designed secure internal tooling and dashboards serving large user groups, with governance-friendly access patterns, resilient scheduling and clear documentation to support operational handover.
Implemented automated reporting pipelines feeding live dashboards. Designed for low manual effort, predictable refresh behaviour, and rapid interpretation by non-technical stakeholders.
A sector-diverse track record across finance, energy, media, and infrastructure. Focus: trusted analytics products, delivered with pace and discipline.
Senior MI / Analytics Engineer
Senior Data Engineer
Project Management & Data Science (Associate)
Senior Data Analyst
Engineering foundations with applied programming experience in an R&D environment.
Final year project: turbo coding for wireless standards (MATLAB/Simulink) — awarded a first-class project grade.
Programmed measurement and test systems using PCI + C++ tooling; produced ISO-aligned procedures adopted for wider reuse.
The consistent theme: converting complex operational data into trustworthy, automated insight — with clear governance and stakeholder confidence.