Incoming Quantitative Intern @ Optiver Chicago, June 2025

•Investigated how assignment algorithms can use optical frequency comb data to identify gas molecules in the atmosphere.•Developed novel preprocessing algorithms to improve clusterability•Developed a synthetic data model for optical frequency comb data to guide future research on placing frequency combs in different regions of the IR Spectra.•Paper Submitted, SPIE Photonics West.

•Completed a parallel iterative stable matching algorithm with O(nlog(n)) runtime on n^2 processors (converged empirically over >3,600,000 trials)• Preliminary Results in proceedings of ACM MOBIHOC '23 (REUNS workshop), full paper submitted, International Journal of Computer Applications (IJCA)

•Fomin-Kirillov Algebras: Proved the theorem: ε_n for n at least 2 admits no truncated point modules of degree over 1 along with some corollaries (paper submitted, Involve Journal)•Quadratic Algebras: Developed an algorithm bounding the Nilpotency Degrees Finitely Generated Quadratic Algebras (presented, UW Undergraduate Research Symposium 2024)

•Found optimal bounds on the vertex fixing number of kronecker products of various graphs, including line and cycle graphs•Work to be presented, JMM 2025. Full paper in preparation.

•Improved critical drift bounds for the frog model on infinite n-ary trees•Ran graph simulations to confirm upper bounds on p (probability frog jumps up) on MATLAB & Python•Proved improved bounds on simple n-ary trees for 3 <= n <= 13, proved bounds decrease with greater n•Full paper accepted, Electronic Communications in Probability (ECP), preliminary results presented at JMM 2024

Cledge - Tech startup using AI & ML to automate college counseling, Dempsey Startup competition winnerLead 4 engineers in development of Cledge’s user data center to store, analyze, and display user profile strength • Designed and developed user progression dashboard & algorithms analyzing user data (Typescript, MongoDB)• Designed a college list generator algorithm based on users’ profile strength and college preferences

Project: Analyzing Divination Systems as Cryptographic Random Number Generators• Generated keys for encryption through the position of observable planets and stars over time• Used Python, MATLAB, algebraic geometry, Fourier analysis• Presented results at WXML Winter 2023 Poster Session

• (Winter 2023) - Foundations of Computing II (CSE312)• (Fall 2022) - Current Topics in Computer Science & Engineering (CSE190)• Responsibilities include: Grading Homework & Tests, running weekly TA Section lessons, weekly Office Hours, Helping write homework and test problems (and format in LaTeX)• Privately tutored courses (Summer - Fall 2022) - Software Design and Implementation, Foundations of Computing I, Linear Algebra

• Sole TA for a total of 7 courses in competitive Combinatorics, Algebra & Geometry (~30 students/course)• Answer questions, grade tests, write thorough comments, reviews, & give advice to each studentRun 1.5 hour problem sessions each weekday & 2 office hour sessions per week per class• Helped increase students’ confidence in their mathematical ability through continued positivity & support

• BackPat - Tutoring for K-12 students impacted by COVID-19• Designed & created a user-friendly website to connect students and parents with volunteer tutors• Inspired young students lacking educational resources to continue to learn and explore through tutoring