Sophia Gauhman
Toronto
Summary
Passionate about advancing oncology and women’s health through innovative research. Experienced in both wet lab techniques and data-driven literature reviews, with a reputation for diligence, adaptability, and building positive working relationships.
Overview
3
3
years of professional experience
Work History
Undergraduate Research Assistant
Western University - Hill Lab
05.2025 - 09.2025
- Conducted a systematic literature review on AI/ML methods for breast cancer subtype classification, extracting and synthesizing data from hundreds of studies.
- Designed and refined search strategies (Ovid MEDLINE, Embase) and used Covidence and Zotero to manage screening, references, and review workflow.
- Evaluated and compared machine learning models (deep neural networks, feature selection approaches) and multi-omics data integration for accuracy and clinical applicability.
- Collaborated with Dr. Hill, lab peers, and co-authors to update and strengthen a manuscript for publication, ensuring precision and clarity in methodology and findings.
Waterfront Lifeguard at Woodbine and Kew-Balmy Beach
City of Toronto, Parks and Recreation
06.2022 - 09.2025
- Led safety oversight for large public beaches, making high-stakes decisions under pressure to prevent accidents and respond to emergencies.
- Trained and collaborated with lifeguard teams in biweekly physical rescue drills, building teamwork, endurance, and crisis readiness.
- Coordinated with Toronto Police, Marine Unit, Paramedics, and Fire Services to manage multi-agency emergency responses.
- Applied leadership in critical moments by calming distressed individuals, directing bystanders, and guiding teams during rescues and first aid interventions.
Research Assistant the Cregan Lab for Neurodegenerative Disease
Schulich School of Medicine & Dentistry – Robarts Research Institute
02.2023 - 10.2024
- Researched mechanisms of brain cell death in Parkinson’s disease, contributing to discoveries on neuroprotection and stress-response pathways.
- Performed advanced lab work, including mouse brain dissections, neuron extraction, and genetic testing to support experiments.
- Helped demonstrate that blocking Bax with Eltrombopag protects neurons, advancing potential therapeutic insights.
Education
Bachelor of Science - Honors Specialization in Genetics
Western University
London, ON04.2026
Skills
- Literature Review & Data Synthesis
- Laboratory & Experimental Techniques
- Bioinformatics & Statistical Analysis
- People Skills
- Problem-Solving & Critical Thinking
Timeline
Undergraduate Research Assistant
Western University - Hill Lab
05.2025 - 09.2025
Research Assistant the Cregan Lab for Neurodegenerative Disease
Schulich School of Medicine & Dentistry – Robarts Research Institute
02.2023 - 10.2024
Waterfront Lifeguard at Woodbine and Kew-Balmy Beach
City of Toronto, Parks and Recreation
06.2022 - 09.2025
Bachelor of Science - Honors Specialization in Genetics
Western University
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