Fixed term contract to Jun 2022. Primary work is developing machine learning models to classify healthcare metadata for inclusion in a bespoke Data Vault design as part of EU Horizons 2020 project SERUMS – Securing Medical Data in Smart Patient-Centric Healthcare Systems. This includes sourcing and preparing suitable data for model training, evaluation and testing, and preparing material for presenting work progress to stakeholders. Models have been based on pre-trained models and data… Show more Fixed term contract to Jun 2022. Primary work is developing machine learning models to classify healthcare metadata for inclusion in a bespoke Data Vault design as part of EU Horizons 2020 project SERUMS – Securing Medical Data in Smart Patient-Centric Healthcare Systems. This includes sourcing and preparing suitable data for model training, evaluation and testing, and preparing material for presenting work progress to stakeholders. Models have been based on pre-trained models and data preparation has involved NLP in a pre-processing prior to training. Secondary work has included collaborating with other project partners in testing. Show less

MSc Data Science and Engineering. Areas included Machine Learning, Big Data, Statistics, Bayes, Business Intelligence, DevOps, Research Methods. Tools/languages used included Python, MATLAB, R, PowerBI, Jupyter Notebooks. Machine Learning: PyTorch, Keras

Primarily with SQL Server and .NET technologies. Other technical experience includes:Azure DevOps, C#, T-SQL, VB.Net, JavaScript, HTML, IISLed teams of up to 3 people

Software Developer / DBA working primarily with SQL Server and .NET technologies.Other technical experience includes:VB.NetJavaScriptWIXActive SetupVBA in Excel and WordProject work includes development and deployment of:Helpdesk creation and enhancementsFinancial spreadsheetsWord templates.Much of this relates to web-based front-end to SQL Server back-end.

Application development and support, including VB.net/VB6/Javascript/SQL Server technologies. Includes assisting customers developing solutions and resolving issues. Project sectors included Retail, Automotive, Healthcare Science, Chemical, Broadcasting and Education.

IT Coordinator and Teacher of Science.Sciences up to A-Level PhysicsGNVQ BusinessOversaw introduction of broadband and a school-wide fibre-based ethernet network.

Teacher of Sciences up to A-Level Physics. IT Coordinator for last four years.Oversaw move from teaching Computer Studies as individual subject to delivering IT across the curriculum.