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 Initiative 2
- 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 Internships 1
- Research Intern at University Data Lab
- Worked on a project using machine learning to predict economic trends.
Competitions, Awards and Presentations 2
- 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 Teaching 2
- 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 Projects 2
- 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 Programs 1
- Participant in Advanced Analytics Summer Camp
- Built a predictive model for climate change effects on agriculture.
More Profiles in Engineering and Technology
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. Profile last checked against the handout October 6, 2026.