Michelle L. Email & Phone Number

Toronto, On, Ca

Toronto, On, Ca

Toronto, Ontario, Canada

- Develop and implement sequence-to-sequence neural network algorithms in Python to extract and regress cardiac health information from ear canal audio data, with potential applications in cardiac health monitoring.- Design, build, and train machine learning models, including neural networks, using PyTorch and SKLearn in Python, leveraging data augmentation techniques and insights from relevant literature.- Apply evaluation metrics and create visualisations to rigorously assess model performance and optimise models.- Preprocess large, unstructured datasets to significantly enhance input data quality, improving model accuracy and reliability.- Collaborate closely with supervisor and Principal Investigator, regularly presenting findings and strategically planning next steps for the research project.

Toronto, Ontario, Canada

- Predict seizure onset in patients via detailed visualisations of time-series EEG data from wearable devices, providing deeper insights into disorder patterns and refining prediction accuracy using statistical and machine learning models.- Collaborate with external medtech companies on high-impact client projects, providing data-driven analysis for medical devices and contributing to product development strategies.- Lead the development, documentation, and creation of unit and integration tests for CoveConnect™, an automated data analysis and report generation pipeline, ensuring robust testing and facilitating automated deployment.- Present analytical findings to internal teams, including software developers and data scientists, as well as C-level executives and medical professionals, effectively translating complex data insights into actionable recommendations.

Toronto, Ontario, Canada

Facilitated classes with over 50 first-year students in introductory Calculus, leading interactive learning sessions and problem-solving workshops that significantly enhanced student comprehension and overall understanding.

Toronto, Ontario, Canada

Facilitated classes with over 50 first-year students in introductory Calculus, leading interactive learning sessions and problem-solving workshops that significantly enhanced student comprehension and overall understanding.

Toronto

Worked in a group of 5 members to model Homelessness and Shelter Usage in Toronto where our team provided viable solutions to a current vital issue in Toronto - homelessness.

University Of Toronto

Working in Student Services supporting incoming students. Managed professional emails, Discord communication and social media with 5000+ followers. Acted as the main student liaison to aid 400 incoming students, and hosted virtual & online meetings to successfully aid their transition to university

Toronto, Ontario, Canada

Working under The Kalish Lab (Principal Investigator : Dr. Brian Kalish) on a Spatial Transcriptomics Project for BCB330 (Special Project in Bioinformatics and Computational Biology).- Independently researched and reviewed emerging technologies in Spatial Transcriptomics, delivering comprehensive oral presentations to inform and guide future analyses using these advanced tools.- Collaborated on designing and implementing data analysis pipelines in R and Python to investigate the genetics of Down Syndrome, utilising spatial transcriptomic data from mouse brain samples to generate valuable insights into gene expression patterns.

Toronto, Ontario, Canada

- Supervised undergraduate lab activities, coordinating project meetings and regular check-ins with over 10 team members to ensure smooth progress and collaboration.- Applied design thinking principles and A/B testing to develop and optimise email reminder systems, aiming to improve student academic performance.- Conducted qualitative analysis of student feedback on email reminders, generating actionable insights to enhance email reminders and student experience.

Bachelor'S Degree, Bioinformatics And Computational Biology Specialist, Statistics Major, Computer Science Minor

Caribbean Advanced Proficiency Certificate, Natural Sciences, Mathematics