Senior Machine Learning Engineer

• Mar 2023 - Present

Data Science Lead

• Nov 2021 - Mar 2023

Research, develop, and implement machine learning models for production software • Developed a model of memory decay for use in a software-based study aid • Developed a machine learning pipeline that generates formative learning resources from uploaded material with both supervised and unsupervised elements • Utilising Python to aid in CI/CD of cloud-based containerised production software • Designed and trained large machine learning models using cloud computing resources Research, develop, and implement machine learning models for production software • Developed a model of memory decay for use in a software-based study aid • Developed a machine learning pipeline that generates formative learning resources from uploaded material with both supervised and unsupervised elements • Utilising Python to aid in CI/CD of cloud-based containerised production software • Designed and trained large machine learning models using cloud computing resources

Research Assistant

• Aug 2020 - Jan 2022

Ran eye-tracking experiments looking at reading behaviour.

Research Software Developer

• Dec 2019 - Jan 2022

Program a cognitive psychology experiment based on a specified design• Develop a cognitive psychology experiment using the PsychoPy Python library• Port experiment to JavaScript using the PsychoJS library to be hosted on Pavlovia online behavioural research platform• Provide ongoing technical support

Student Researcher

• Jul 2019 - Dec 2019

Conduct novel research into the perceptual processes underlying mathematical reasoning• Investigate current literature and formulate research questions• Design and develop a cognitive task to assess a research questions• Organise and analyse behavioural data

Neuropsychology Research Assistant

• Jun 2018 - Aug 2019

Aid in paediatric clinical neuropsychology research• Trained in the administration of several neuropsychological batteries of executive and adaptive function • Organise clinical data • Collate current literature

Youth Health Consultant

• Mar 2016 - Mar 2020

• Consult with health services to increase their accessibility for young people • Represent NSW Health at public events • Collate health promotion literature • Undertake various professional training courses • Facilitate the interviews of new staff members • Consult with health services to increase their accessibility for young people • Represent NSW Health at public events • Collate health promotion literature • Undertake various professional training courses • Facilitate the interviews of new staff members