Michael Fayemiwo (PhD, FHEA)

Experience

• 

  Oduduwa University Ile-Ife

  Nov 2013 - Oct 2016

  University Lecturer - Data Scientist
• 

  Adeleke University

  Nov 2016 - Jan 2020

  University Lecturer - Data Scientist
• 

  Redeemer's University

  Jan 2020 - Jul 2022

  University Lecturer - Data Scientist
• 

  University of Northern British Columbia (UNBC)

  Jan 2021 - Dec 2021

  Postdoctoral Researcher - Data Scientist

  • created a machine learning research plan for the Patient Oriented Predictive Modelling of Healthcare Utilization (POP MHU) project.• applied machine learning to public health data in the Northern and Interior regions of British Columbia to predict transitions in health care, such as from independent living to long-term care.• carried out research in the combination of (1) planning and design, (2) implementation (in software), and (3) analysis of results (including manuscript preparation). Show less

• 

  Ulster University

  Dec 2021 - now

  Research Associate - Data Scientist

  • Developing imaging technology to accurately guide MWT applicator delivery by merging pre-procedure diagnostic CT imaging with real-time imaging in an agile environment.• Creating Machine Learning pipelines for medical image segmentation using TensorFlow and PyTorch frameworks.• Developing an end-to-end deep learning model using Python programming language.• Carrying out research in a combination of (1) planning and design, (2) implementation, and (3) analysis of results (including manuscript preparation).• Developing a machine learning pipeline, leveraging AutoML and hyperparameter tuning, and constructing a pipeline from scikit-learn, using the Azure ML SDK and Scrum framework.• Using Azure to configure a cloud-based machine learning production model, deploy it, and consume it.• Facilitating Scrum and Nexus events to solve common scaling challenges like reducing cross-team dependencies and preserving team self-management and transparency. Show less