
Liran Lemud

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About me
Quantitative Methods student, Data Scientist, and Personal Trainer.
Education

Queen's University
2014 - 2018Bachelor of Science (BSc) Life SciencesActivities and Societies: Queen's University Blood Team - LifeBus Coordinator

York University
2023 -Bachelor of Arts - BA PSYCHOLOGYConcentration in quantitative methods and analysis

Northumbria University
2019 - 2020Higher National Diploma Medical Clinical Sciences/Graduate Medical Studies
St. George's University
2019 - 2021Doctor of Medicine - MDWithdrew after year 2
Experience

Camp Green Acres
Jun 2012 - Sept 2016• Organized and scheduled over 100 swim classes based on class sizes, swimmer skills, and instructor experience• Supervised children, instructors, and lifeguards at the pool• Utilized leadership and communication skills to manage a large network of over 50 swim staff and over 200 general camp staff to provide staff and campers with the best swim experience possible• Maintained a safe pool environment via daily equipment and safety checks• Coordinated ideal lifeguard positions and shifts and delegated responsibilities • Communicated with staff to provide constructive feedback Show less
Pool Supervisor
Jun 2016 - Sept 2016Head Lifeguard
Jun 2015 - Jun 2016Lifeguard and Swim Instructor
Jun 2012 - Jun 2015

Schwartz/Reisman Centre - JCC
Jan 2014 - Apr 2018Swim Instructor and Lifeguard• Instruct preschool and swim kids levels 1-10• Construct lesson plans based on Red Cross Swim Kids criteria, and adapt these lessons for each student based on their strengths, weaknesses, and learning styles• Evaluate swimmers based on Red Cross Swim Kids criteria throughout the duration of their lessons, requiring them to show proficiency in each skill at least three times consistently • Supervise the pool during busy hours by surveying the pool and pool deck for any risks, including potentially harmful behavior by swimmers Show less

Queen's University
Apr 2016 - Apr 2018Life Bus Coordinator• Organize a bi-weekly shuttle bus for blood donations• recruit donors in person and online• Supervise and coordinate volunteers for recruitment• Manage relationships with Canadian Blood Services and Queen’s University committees/clubs to organize blood drives

Me Va Me
May 2017 - Aug 2017Bartender
International Pool & Spa Centers
May 2017 - Aug 2017Sales Representative
Mount Sinai Hospital, Toronto
May 2018 - Aug 2019Research Assistant - Perinatal Psychiatry
Orangetheory Fitness
Nov 2018 - Aug 2019Sales Associate
Anytime Fitness
Aug 2022 - nowPersonal Trainer1-on-1, semi-private personal training (up to 4 people), group fitness classes, nutrition planning, and accountability.

York University
May 2023 - Sept 2024Research Design:- Developing hypotheses relating implicit biases and social class disparities- Developing and coding Implicit Association Tests (IATs) - Developing and launching online questionnaires Data Analysis:- using R to merge, clean, transform, and visualize data (ggplot2)- Data analysis using statistical tests including t-tests and ANOVAResearch and reporting:- Conducting literature reviews on various topics relating to implicit bias and social class - Write-ups (Introduction, methods, results, discussion, conclusion) Show less
Research Project Lead
Sept 2023 - Sept 2024Psychology Research Assistant
May 2023 - Aug 2023

Talent - Workforce Transformation
Dec 2024 - nowData Science ConsultantI conduct in-depth research, design surveys, collect data, and perform advanced statistical analyses using modern data science techniques to address workforce readiness challenges. My work involves ecosystem mapping, skills gap assessments, labour market projections and strategic planning to align training programs with industry standards, ensuring sustainable workforce development.

University of Ottawa
Jan 2025 - nowData Science ResearcherI gather and clean unstructured political data from diverse sources using Python, and leverage multiple lexica alongside machine learning and machine vision algorithms to conduct emotion and sentiment analyses, comparing results across data types and politicians to deliver comprehensive insights.
Licenses & Certifications
- View certificate

Applied Methods and Analysis Concentration
York UniversityJun 2024
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