• Leading the ML/AI & DSP R&D team, taking early-stage research concepts to pre-production models.• Researching the use of various sensors for tracking pet health & wellness, including ECG, IMU, millimetric radar & audio.• Hands-on development of machine learning & signal processing models, for edge and cloud based deployment.

• Providing data science, data engineering, machine learning engineering and analytics solutions to clients.• Migrating data warehouses (e.g. Redshift to Snowflake) and developing production data pipelines in Airflow. • Helping clients evaluate and select the best data tools for their needs.• Defining the internal processes for data science and machine learning delivery. • Leading the data science and ML research internally and developing tools using large language models.

• Led the data science & data engineering of the start-up Mashcrate and its sister company Ritual Gym.• Produced business analytics and visualizations, predictive modelling, A/B testing and recommender systems.• Developed mobile app analytics, computer vision algorithms and natural language processing.• Designed & managed data warehouse and ETL/ELT data pipeline architecture. • Principally developing in Python, SQL & R; with mobile software in JavaScript (React Native & TensorFlow.js).

This role developed into the Mashcrate role described above, sharing the same responsibilities.

• Part-time consultant providing data science and machine learning solutions and advice to clients in the legal and hospitality industries.

Stay at home parent, raising our daughters through their formative years while pursuing personal & volunteer technical projects.

• Navigation Systems Lead for the division, managing interdisciplinary teams.• Hands-on algorithm development of navigation solutions for systems operating in land, air & space.• Led the development of new navigation systems & technologies from R&D programs through to production. • Bayesian statistical learning, machine learning & computer vision software in Matlab, R, Python, C++ & Java.

• Radar Navigation Lead on new developments, including experimental airborne research systems, search & rescue helicopters, unmanned aircraft, fighter jets and airborne early warning systems.• Radar & navigation systems simulation, modelling, analysis, architecture, and design.• Bayesian statistical learning, modelling, simulation and analysis software in Matlab, R, Python, C & C++.

• Led the signal & image processing for a state-of-the-art research jet, developing real-time software in C.• Key contributor to the success of two very demanding business critical programs, both with performance and schedule results significantly exceeding customer expectations.

• Seconded to Raytheon to develop the software for an airborne radar with a 200+ CPU processing cluster.• Developed radar and analysis software from system requirements to implementation in C, C++ & Java.

• Managed the software project, which met all technical & schedule commitments well within budget.• Software Design Authority & Software Program Manager for the Sea Harrier Radar, leading a team of 8+ engineers.

• Developed real-time embedded Radar signal and data processing software.• Completed the company graduate training program.

• Fault finding and root cause analysis on wide variety of production & develpoment electronics.• Mentored & trained junior engineers & technicians.