Machine Learning Engineer with over 5 years experience in machine learning and software engineering.
Excited about the potential of AI, but concerned about the ethical problems it creates.
Machine Learning Engineering skills: TensorFlow, TensorFlow Serving, TFX, Kubeflow, Pytorch, and SciKit Learn.
Machine Learning EngineerOct 2020 - Present
Building a framework for deploying ML models into production in a robust and scalable way. Concerned about popularity bias in recommendation systems. Improving skills in Python, TensorFlow, TensorFlow Serving, TFX, Kubeflow and gRPC. Recently took part in a virtual discussion with DataTonic on Personalisation and MLOps.
Developer IIMar 2020 - Oct 2020
Continued to strive for high quality production code whilst expanding the NOWTV application to more territories. Mentored junior developers, guided technical discussion, and encouraged best practices for code reuse.
DeveloperDec 2018 - Mar 2020
Responsibilities included adding new features, fixing bugs, and ensuring CI pipelines run smoothly. Notarized the NOW TV Mac app correctly to comply with macOS Catalina, retaining 100,000+ users. Improved skills in React, Redux, TypeScript, SCSS, and Ruby.
Completed a 1 week secondment in the Data Science and Machine Learning team, on an automatic content scheduling project, using Python. Involved data analysis, data transformation, and feature engineering.
Associate Software DeveloperJul 2017 - Dec 2018
Worked on a prototype Alexa skill/Google Home action, gaining experience with NodeJS and Alexa/Google Home APIs.
Summer Placement, Software Engineering AcademyAug 2016 - Sep 2016
University of Cambridge
MSt AI Ethics and SocietySep 2021 - June 2023
Part time Masters in AI Ethics and Society, equivalent to a full time MPhil - a unique, multidisciplinary course that will give me the critical skills, knowledge and analytical abilities needed to identify and address ethical challenges as they arise in practice from the application of AI. See https://www.ice.cam.ac.uk/course/mst-artificial-intelligence-ethics-and-society for more info.
Machine Learning Engineering Career TrackSep 2019 - May 2020
Intensive online course covering the fundamentals of machine learning, deep learning, NLP, and CV. Also involved a capstone project to design, develop and deploy a completely scalable machine learning system. Gained skills in Python, Scikit Learn, PyTorch, and end to end machine learning.
University of Manchester
BSc Computer ScienceSep 2014 - Jun 2017
1st Class BSc Computer Science (Hons). Overall grade: 79%. Third Year Project: 85%