Under the supervision of: Dr. Jose Moran Mirabal & Dr. David LatulippeCross-Modal Machine Learning for Enhanced Viral Infection Analysis Using Multimodal Microscopy

Curated experimental data for potential research publication.Conducted independent health psychology research projects, interpreting results.Collaborated with a research team to design and execute experiments using various lab techniques.Contributed to successful grant proposals and funding applications.Secured approval from the Research Ethics Board for all human-involved studies.Led research at Western University, Canada, focusing on using software kits and wearables in physical activity research, with a publication underway.Designed a pilot study on the adherence to Canadian 24-hour Movement Guideline Profiles in young adults, assessing links to depressive symptoms.Performed comprehensive statistical analysis of experimental data, revealing key insights and relationships.

Exercise & Health Psychology Laboratory, Faculty of Health Sciences• Analyzed experimental data through the use of 3rd party statistical analysis software; extracted essential information and relationships between data sets. • Mediated public relations through the advertisement and the recruitment of participants to promote and initiate public interest; increased survey participation by 15% and attracted an array of suitable experimental candidates.• Facilitated the synthesis and the curation of experimental data through both human experimental and digital analytical means; identified key important information for the potential release of a research manuscript.

Joint Department of Medical Imaging (CESHA),Toronto General Hospital Research Institute- Led the development and management of a highly skilled research team to create cutting-edge, clinically focused AI technology for differentiating diverse muscle groups- Developed an optimal framework for machine learning-based software, improving data processing efficiency and accuracy of results- Conducted comprehensive retrospective data analysis on 120+ patients to support ongoing research projects, presenting findings at a prestigious research conference- Tracked research data and collaborated with the team to formulate experiment proposals- Conducted literature reviews and contributed to research design- Coordinated with the research team to develop proposals and monitor research progressAuthored research papers and provided support for presentations

Lifestyle Research Team, Department of Public Health & Family Medicine- Executed experimental interventions on at-risk dementia patients, ensuring accurate testing results were collected with exceptional attention to detail over 6+ months- Contributed to the publication of “The Benefits of High-Intensity Interval Training on Cognition and Blood - Pressure in Older Adults with Hypertension and Subjective Cognitive Decline: Results from the Heart and Mind Study” in Frontiers in Aging Neuroscience- Led the clean-up and verification of experimental data through thorough analysis, resulting in improved efficiency and validity of desired outcomes- Utilized innovative telecommunication methods to effectively market ongoing research projects and recruit participants, leading to a larger sample size and increased data generalizabilitye size to improve data generalizability.

• Spearheaded the introduction of systemic and appropriate public health policies in impoverished regions for potentially at-risk families; improved sanitary standards in public settings, reducing the overall risk of the contraction of infectious diseases. • Communicated with many outstanding medical practitioners regarding the cultural and societal differences between medicine and their adaptations to still achieve the highest standards of medicine.

• Oversaw the orchestration and production of “Western Voice” through the management of team members ensuring all tasks and responsibilities were completed with a high standard of quality and efficiency; resulted in the most successful event in the association’s history with over hundreds of attendees and producing record sales.

• Collaborated with a team of 10 to provide incomparable service to 100+ customers on a daily basis; received recognition from upper management for strong performance within the initial three months of employment. • Engaged with customers through face-to-face interactions identifying needs and recommending in-store products based on analysis; contributed to the team’s sales targets during the company’s peak earnings season.