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Sample profile · Engineering and Technology

Extracurricular Activities for a Future Data Scientist

Felicia is a sample student, not a real applicant: one of Elite Prep's 24 extracurricular profiles. These are the ten activities that show a selective college where a future data scientist is headed, grouped by what each one demonstrates.

Leadership and Initiative2

Founder of Data Analytics Club
Led projects analyzing school energy use and proposed efficiency solutions.
Math Club President
Organized weekly sessions on probability, statistics, and advanced calculus.

Research and Internships1

Research Intern at University Data Lab
Worked on a project using machine learning to predict economic trends.

Competitions, Awards and Presentations2

First Place at National Statistics Competition
Presented findings on local transportation patterns.
Member of Science Olympiad Team
Competed in events related to coding and data interpretation.

Service and Teaching2

Volunteer Data Analyst for Food Bank
Developed a model to optimize distribution routes and reduce waste.
Peer Tutor in AP Statistics
Helped classmates excel in complex data analysis.

Writing, Media and Projects2

Co-Developer of Educational App
Created an app to teach middle schoolers basic statistics concepts.
Creator of YouTube Channel
Published tutorials on Python for data science and statistical analysis.

Teams, Clubs and Programs1

Participant in Advanced Analytics Summer Camp
Built a predictive model for climate change effects on agriculture.

No student needs all ten. Notice the mix — something led, something researched, something given back — and choose one or two you could start this year. An Elite Prep counselor can help you plan the rest.

Download all 24 profiles as a printable PDF