Resume
Work Experience
Lung nodule segmentation
2023 - present
Princess Margaret Cancer Center (University Health Network)
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Engineered an automated segmentation model employing deep learning methodologies to accurately identify nodules within patients' CT scans
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Proficiently operated high-performance cluster computing infrastructure to execute intricate training procedures on extensive medical images
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Integrate the segmentation model into a comprehensive decision support system for tumour board on patients' treatment plans
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Process and manipulate large and complex data while continuously optimizing the model's performance for efficient lung nodule segmentation
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Effectively design and optimize the model to align with both business and clinical requirements, demonstrating my commitment to delivering impactful solutions in the medical domain
Teaching Assistance
University of Toronto
2022 - Present
Course name:
Engineering Design and Practice
As a dedicated Teaching Assistant, I had the privilege to lead tutorials, guide students in engineering design, and provide constructed feedback.
Key Contributions:
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Facilitating Learning: Conducted tutorial sessions to facilitate a deeper understanding of engineering design principles and applications.
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Guidance and Feedback: Offered personalized guidance to students, focusing on refining their designs and providing constructive feedback on their reports and presentations.
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Mentorship Beyond Class Hours: Went above and beyond by organizing additional meetings outside of regular tutorial hours to ensure students were on the right track with their projects and coursework.
Skills Developed:
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Leadership Enhancement: The experience allowed me to improve and refine my leadership skills, effectively guiding and supporting students through their learning journey.
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Effective Communication: Regular interaction with students honed my communication skills, enabling me to convey complex engineering concepts in a clear and understandable manner.
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Public Speaking Proficiency: Conducting tutorials and additional meetings enhanced my public speaking skills, providing a platform to express ideas and instructions with confidence and clarity.
Student Feedback:
My dedication and efforts were reflected in the positive feedback received from students during TA evaluations, students described me as "open, honest, enthusiastic", "genuinely care about the well-being of the students", "extremely supportive", etc...
Engineer II/Process Engineering Specialist
Thermo Fisher Scientific
2020 - 2022
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Facilitated process design and feasibility and validation trials for the world’s first COVID-19 oral treatment
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Directed technical transfer initiatives across multiple drug products, overseeing comprehensive process design and implementing improvements
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Maintained regular and effective communication with clients from diverse pharmaceutical companies, showcasing proficiency in building and nurturing strong professional relationships. Adept at seamless collaboration across teams, both internally and externally, to drive project advancements.
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Collaborated closely with production floor personnel, ensuring timely product completion through efficient coordination and support.
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Investigated root causes and designed and executed Corrective Action/Preventative Action (CAPA) plans to ensure process optimization and quality improvement.
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Conducted thorough risk assessments, creating detailed protocols, reports, proposals, and master batch records, contributing to streamlined operations and regulatory compliance.
Associate Consultant
Quality and Compliance Services Inc.
2019 - 2020
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Delivered expert regulatory consulting services encompassing APQR, batch disposition, nonconformity investigations, and GMP training to clients across diverse industries
Education
2022 - Present (Expected graduation date: December 2023)
University of Toronto
Master of Engineering, University of Toronto - St.George
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Industrial Engineering (Emphasis: Data Analytics)
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​GPA: A (4.0/4.0)
2014 - 2019
University of Toronto
Bachelor of Applied Science – Chemical Engineering
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GPA: 3.46/4.0 (Graduated with Honours)
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​Dean’s Honours list