Aarnav Kumar

Delivered 20+ hours of high-impact coaching to an international student cohort across 10 countries, while earning the #3 all-time ranking on the Most Certifications leaderboard for elite subject-matter expertise.

Developing a mentor-mentee marketplace for students starting high school onwards by connecting SMEs with the students. I am involved in market research and UI design.

Real-world case studies and hands on development experience across app design, eCommerce, AI content, social strategy, marketing and sales; 5-project portfolio with Figma, Stripe and AI tools.

• Performed linear regression modeling and computational analysis on over 138,000 Billboard archive data points (2000–present) to evaluate factors driving long-term chart presence.
• Tested the "Quantity vs. Quality" hypothesis by modeling the correlation between song release volume and total weeks spent on the Billboard Hot 10.
• Derived statistical insights demonstrating that higher release volume strongly predicts total chart weeks, informing data-driven release strategies for artists and record labels.

• Developed and backtested 4 active trading strategies (Mean Reversion, Trend Following, Momentum, and Martingale) against a passive Buy-and-Hold benchmark using historical stock market data (2020–2024).
• Programmed technical indicators including 10-day/20-day Simple Moving Averages (SMA) and 14-day Relative Strength Index (RSI) to automate trade signals and identify entry/exit points across changing market conditions.
• Evaluated overall strategy performance, profitability, and risk-adjusted return profiles to measure active trading efficiency against market benchmarks.

• TestPacer simulates real test conditions for standardized tests like the SAT, GRE, or GMAT by tracking your time on each question, showing you if you're on pace, and giving you detailed performance analytics.

• Interactive site to showcase Fogg's journey around the world, based on Jules Verne's classic adventure novel.

(TAVI) is a volunteered driven nonprofit organization dedicated to the economic revitalization, historic preservation, and cultural enrichment of the historic village of Allentown, New Jersey. Coordinated TAVI events promoting local history, artists and businesses; organized educational and fundraising projects; volunteered at museums, walks and fairs.

Leading 17 freshmen and 6 peer leaders; organize icebreakers and team-building activities; facilitate open discussions to ease freshmen's transition.

Keep the record of business expenses, dues, and all other financial transactions of the chapter. Help raise funds.

Volunteering within and outside school, including food drives, a fall church clean-up, a Christmas party for foster children, a Krispy Kreme fundraiser, a mother-son activity, and a church water walk.

Design pages, gather materials, and make recommendations as part of the team. Contributed to the special edition marking AHS's 100th year milestone.

History-related volunteering including historic house tours; Math Honor Society tutoring for students in homework, test prep, and concept review.

Volunteered more than 200 hours so far, including leading multiple PB&J sandwich-making events with other volunteers.

Repeat volunteer; took a leadership role planning, promoting, and gathering volunteers for a dedicated fundraiser.

Student leader helping young children with the program, maintaining records, and leading several sub-programs.