Ishan Gupta

Aspiring Quantitative Researcher | UNC Chapel Hill

About Me

I am an aspiring data scientist studying at UNC Chapel Hill currently pursuing a B.S.-M.S. in Statistics & Analytics with a double major in Mathematics.

My current interests include:

When I’m not coding, you can find me playing pickleball, poker, or trying a new cuisine.

Education

University of North Carolina at Chapel Hill
B.S.-M.S. in Statistics & Analytics
Expected Graduation From B.S: Dec 2027
Expected Graduation From M.S: Dec 2028
GPA: 3.93/4.0

Relevant Coursework: Statistical Methods I & II; Economics Data Analysis; Calculus I, II, III; Data Science in R & Python; Algebraic Geometry; Methods of Data Science

High School
Graduation: Jun 2024
GPA: 3.8/4.0 ACT: 35/36

Experience

Research Assistant
Rutgers University / Department of Mathematics
Sept. 2024 – Present
• Mathematics research on division algorithms, creating optimal allocations for multiple agents.
• Wrote foundational proof for applications in game theory and computational social choice.
• Preparing results for submission to the highest tier of computer science conferences (AAA conference).

Private Equity Analyst Intern
Next Haven Group
Jun 2024 – Aug 2024
• Conducted outreach to 30+ potential acquisition targets weekly.
• Researched company financials to ensure alignment with the firm’s investment criteria.
• Collaborated with the investment team to identify promising candidates for deeper due diligence.

Financial Intern
National Junior Tennis and Learning of Trenton (NJTLT)
May 2024 - Jun 2024
• Piloted full review of the organization’s financial records and identified areas for improvement.
• Uncovered $5,000+ in potential savings by spotting missing information and securing funding.
• Led a fundraising effort that raised over $10,000 in one day for underserved youth.

Projects

Optimal Stopping In Marble Game Using Bayesian Analysis
Tools: Bayesian Analysis, Mathematical Probability, Optimization
Given a game with a bag of blue and red marbles where drawing a blue marble increases our value by 1 dollar and drawing a red marble decreases our value by 1 dollar, can we use probability distributions and Bayeisan anaylsis to find the optimal stopping point if we don’t know the number of blue and red marbles, only the total number of marbles? Paper

Don’t Bet On Sunshine: A Modern Re-Examination of Weather Effects on Stock Market Behavior
Tools: Python, Matplotlib, Regression Analysis, Seaborn
I revisit the long-standing behavioral hypothesis that weather affects investor mood and, consequently, financial market behavior. I estimate a series of univariate and multivariate linear regressions using return, intraday volatility, and trading volume (both raw and log-transformed) as dependent variables. I also test for delayed effects using lagged weather variables and behavioral responses to short-term temperature changes. Paper

Skills

Languages & Tools
R • Python • SQL • GitHub • R Markdown

Data Science Stack
tidyverse • tidymodels • scikit-learn • pandas • numpy • ggplot2 • seaborn • plotly

Other
LaTeX • HTML/CSS


Last updated: February 2026