Projects

Interactive calculator that computes the equivalent net monthly rent of owning a NYC property across holding periods from 1–30 years, accounting for closing costs, tax deductions, opportunity cost, and capital gains treatment.

Website for Barry E. Jackson, a contemporary fine artist. Built to showcase his portfolio and connect collectors with his work.

Tool that solves Wordle in 3.63 guesses on average. Calculates the distribution of letters per-position in the corpus and chooses the candidate that maximizes the joint probability.

Formulates Fantasy Basketball 9CAT lineup selection as an Integer Programming Problem. Allows users to specify a list of players and solves the corresponding optimization problem.

Covers Indyk's data structure for ℓ_∞ approximate near neighbor search. Proposes two alternative data structures for c-ANN under ℓ_∞ for low-dimensional spaces and covers hardness of c-ANN.

Survey on sublinear algorithms for identity and uniformity testing. Includes upper and lower bounds for collision-based, coincidence-based, and instance-optimal testers.

Predicts Server Name Identification (SNI) using HTTPS features. Compares machine learning and deep learning classifiers including Random Forest, CNN, RNN, CNN-RNN, and Ensemble methods.

Uses unsupervised machine learning to analyze microbiome samples. Advised by Professor Itsik Pe'er at Columbia. Published in Journal of Healthcare Engineering, vol. 2017.

Survey on properties of first-order methods including naive and accelerated gradient descent, mirror descent, and SGD. Covers Katyusha, variance reduction, linear coupling, and momentum.

Survey on methods for fast linear programming, focusing on the evolution of interior point methods over the last thirty years.

Explores the issue of alarm fatigue in physiological monitoring systems in hospitals, approaching the problem from a machine learning perspective.

Final project for Computer Graphics, created with OpenGL and GLUT frameworks. An interactive 3D graphics application.

Uses Google Search and Selenium Webdriver to find LinkedIn profiles matching desired keywords. Automated profile discovery tool.