
Caroline Yoon
Biomechanical Researcher

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About me
Software Engineer @ Apple | Health Software | iOS Application Developer
Education

Chamblee Charter High School
2013 - 2014Attended the magnet program

Marist School
2016 - 2017High School Diploma
Emory University
2017 - 2021Bachelor of Science - BS Neuroscience and Behavioral Biology 3.9Activities and Societies: Researcher at Gambello Lab, Alpha Phi Omega (National Service Fraternity), Nu Rho Psi (National Neuroscience Honor’s Society), Outdoor Emory, Emory Gymnastics - Graduated with a double major in 4 years along with completing all pre-medicine pre-requisites, participating in research and volunteer organizations- Won 1st place in a University-wide AI research competition for training a mask r-CNN gun detection algorithm and conducting performance optimization and analysis for racial-bias of the resulting algorithm- Elected and served in a leadership position for Emory University’s chapter of the national service fraternity Alpha Phi Omega-… Show more - Graduated with a double major in 4 years along with completing all pre-medicine pre-requisites, participating in research and volunteer organizations- Won 1st place in a University-wide AI research competition for training a mask r-CNN gun detection algorithm and conducting performance optimization and analysis for racial-bias of the resulting algorithm- Elected and served in a leadership position for Emory University’s chapter of the national service fraternity Alpha Phi Omega- Participated in Outdoor Emory, enjoying backpacking trips and other outdoor activities, and the Emory gymnastics club, enjoying tumbling with my peers Show less

K12 International Academy
2015 - 2016Attended K12 International Academy while competing in gymnastics

The Westminster Schools
2005 - 2010
Emory University
2017 - 2021Bachelor of Arts - BA Computer Science 3.9Activities and Societies: Researcher at Gambello Lab, Alpha Phi Omega (National Service Fraternity), Nu Rho Psi (National Neuroscience Honor’s Society), Outdoor Emory, Emory Gymnastics - Graduated with a double major in 4 years along with completing all pre-medicine pre-requisites, participating in research and volunteer organizations- Won 1st place in a University-wide AI research competition for training a mask r-CNN gun detection algorithm and conducting performance optimization and analysis for racial-bias of the resulting algorithm- Elected and served in a leadership position for Emory University’s chapter of the national service fraternity Alpha Phi Omega-… Show more - Graduated with a double major in 4 years along with completing all pre-medicine pre-requisites, participating in research and volunteer organizations- Won 1st place in a University-wide AI research competition for training a mask r-CNN gun detection algorithm and conducting performance optimization and analysis for racial-bias of the resulting algorithm- Elected and served in a leadership position for Emory University’s chapter of the national service fraternity Alpha Phi Omega- Participated in Outdoor Emory, enjoying backpacking trips and other outdoor activities, and the Emory gymnastics club, enjoying tumbling with my peers Show less
Experience

Emory Healthcare
Aug 2015 - Mar 2016Biomechanical Researcher- Extracted and cleaned data from 300+ DICOM images of the lumbar spine- Performed significance analysis utilizing various measures, including chi square analysis- Presented statistical findings with an accompanying pdf including graphical figures that were then utilized in the final paper.

Emory University
Aug 2018 - Apr 2020Molecular Genetics Researcher- Researched genetic disorder Tuberous Sclerosis Complex in Gambello Lab at Emory University- Conducted and documented laboratory procedures in Whitehead Biomedical Building- Observed surgery and collected data from microscope images

Teach For America
Jun 2021 - Nov 2021High School Educator- Taught credit recovery for 9th/10th grade biology at North Miami Senior High School- Remediated a class of 11 high school students who accomplished an average 52% increase in test score from diagnostic to final assessment

Miami-Dade County Public Schools
Aug 2021 - Nov 2021High School Educator- Taught Biology to 130+ high school students concurrently at an underserved school with high student turnover rate- Utilized iterative innovation to identify the most effective classroom management strategies for 7 unique classes to establish a culture of 100% engagement- Pushed to move 12 students from “general” to “gifted” classes and all 12 students increased their engagement and quality of classwork in the following weeks

IntuitiveMed LLC
Jan 2022 - Dec 2023Software Engineer | Co-Founder- Develop and execute the company's technology strategy, aligning it with the overall business vision and goals- Collaborate with stakeholders to define project requirements and prioritize development tasks- Oversee the selection and implementation of the tech stack, including programming languages, frameworks, and tools- Develop and maintain web applications for medical research data collection, enhancing the efficiency and accuracy of data management processes (React.js, Next.js, Firebase, Google Cloud Platform)- Train and deploy machine learning algorithms for X-ray segmentation, leveraging AI to improve diagnostic capabilities (Python, TensorFlow, Keras)- Create cross-platform apps for NGOs in developing countries, supporting healthcare initiatives and increasing accessibility to healthcare services (React Native, Flutter, Firebase)- Develop iOS apps to streamline workflows and improve user experience for healthcare professionals (Swift, SwiftUI, CoreData, CloudKit, Blender)- Ensure data security and regulatory compliance, including HIPAA standards, across all software solutions- Maintain up-to-date knowledge of industry trends and advancements in healthcare technology, artificial intelligence, and precision medicine Show less

Apple
Jan 2024 - nowIOS Application Developer - Health SoftwareIn my role at Apple’s Health team, I focus on: • Developing and implementing innovative health features for iOS and watchOS. • Prototyping and defining new functionalities for the Health app. • Collaborating with design and cross-functional teams to refine health features. • Participating in architecture and code reviews to maintain high software standards. • Creating tools to support the development and delivery of high-quality health solutions.My work contributes to Apple’s mission of enhancing health and wellness through technology, empowering users with personalized, data-driven health management tools. Show less
Licenses & Certifications
- View certificate

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
DeepLearning.AIOct 2022 - View certificate

Bachelor of Science
Emory UniversityMay 2021
Honors & Awards
- Awarded to Caroline YoonDeans List Emory University Dec 2020 Awarded to top 20 percent of their class by Semester GPA
- Awarded to Caroline YoonArtificial Intelligence Research 1st Place Emory Department of Computer Science Apr 2020 - Trained a mask R-CNN gun detection algorithm from synthetic data generated with Unity as part of a team of 3 engineers- Analyzed performance and ideated and executed a standard protocol for assessment of racial bias in a computer vision algorithm- Presented model, methodology, and findings to 80+ peers- Voted 1st prize by anonymous poll by faculty and peers out of 20+ research presentations
- Awarded to Caroline YoonDeans List Emory University Dec 2019 Awarded to top 20 percent of their class by semester GPA
- Awarded to Caroline YoonPledge Phi Alpha Phi Omega (National Service Fraternity, Delta Kappa Chapter) May 2018 - Recognized by anonymous majority vote by 200+ brothers of the Emory Delta Kappa chapter of the national service fraternity for my embodiment of the value of fellowship out of 20+ pledges- Awarded for consistently exhibiting leadership in developing a sense of collaboration and support as shown through inclusivity and the coordinating of teamwork to organize and facilitate events, such as the pledge retreat
- Awarded to Caroline YoonNational Merit Scholar Commendation National Merit Scholarship Corporation May 2017 Recognized by the National Merit Scholarship Corporation for PSAT score in the 99th percentile
- Awarded to Caroline YoonClemson Calculus Challenge Point Leader Marist School Apr 2017 High scoring individual for Marist School amongst a team of eight students in advanced mathematic courses
- Awarded to Caroline YoonLockheed Martin CodeQuest 2nd Place Team Lockheed Martin Aeronautics Apr 2017 Collaborated in a team of four to place second out of 20+ teams from around the state in the amateur division at an event hosted by Lockheed Martin Aeronautics
- Awarded to Caroline YoonScience Fair: Energy & Transportation 2nd Place Chamblee Charter High School Feb 2014 Awarded 2nd place in school-wide science fair at Chamblee Charter High School, a school known for its magnet program
- Awarded to Caroline YoonPresident's Award for Educational Excellence Barack Obama, President of the United States May 2013 Recognized for academic success in the classroom determined by requirements including grade point average or, school-set criteria and choice of state tests or teacher recommendations
- Awarded to Caroline YoonGeorgia State Science Fair: Junior High 3rd Honors Georgia State Science Fair Jan 2013 Awarded with 3rd Honors at the Georgia State Science Fair after winning the Mathematical Science category at Henderson Middle School for determining an algorithm that optimized yield from solar panels
- Awarded to Caroline YoonDuke Tip State Recognition Duke Tip Jan 2012 Awarded to seventh graders scoring exceptionally well on the SAT
- Awarded to Caroline YoonContinental Mathematics League Distinction Continental Mathematics League May 2011 Awarded for high cumulative score amongst 3rd grade students nationally determined by a series of mathematic challenges across the year, proctored by teachers, while attending Westminster in Atlanta, GA
Volunteer Experience
Full Stack Software Engineer
Issued by Emory Healthcare on Nov 2021
Associated with Caroline YoonCorps Member 2021
Issued by Teach For America on May 2021
Associated with Caroline YoonVolunteer, Member
Issued by Alpha Phi Omega National Service Fraternity on Jan 2018
Associated with Caroline YoonPledge Fellowship Chair
Issued by Alpha Phi Omega National Service Fraternity on Jan 2018
Associated with Caroline YoonPuppy Raiser
Issued by Guide Dog Foundation for the Blind on Jan 2019
Associated with Caroline Yoon
Languages
- spSpanish
- enEnglish
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