About
I’m a part-time Computer Scientist at Johns Hopkins Applied Physics Laboratory and part-time Master's student in CS at Columbia University. I’m curious and always looking to take on new challenges. My passion is using machine learning and artificial intelligence to better understand the world around us and engineer solutions to previously unsolvable problems.
When I'm not working at the screen, I’m learning jiu-jitsu and judo, or doing photography.
Projects
Recognizing Families in the Wild 2021 Challenge
Competition winner for RFIW 2021 by placing top-3 in the competition with team. We engineered an ensembles of human-engineered models and programs used by program synthesis.
Presented at FG 2021. GitHubVehicle Routing Trifecta Research Paper
Multi-objective vehicle routing system tested on open source data.
Presented at ICCCN 2019.Sepsis Research Paper
Developed models for papers using the MIMIC-III database. Tons of data cleaning was involved and weakening assumptions about the data was a must. Database extraction scripts are included in the database. Presented at ICHI 2018.
Presented at ICHI 2018. GitHubMulti Agent Tanks Reinforcement Learning Challenge
Designed a proprietary PPO-LSTM reinforcement learning model that learned through tournament self-play and engineered video features for a workplace AI challenge.
Simulation Environment.Polynomial Expansion with Machine Learning
Used a transformers to symbolically expand single-variable second-ordered polynomials. I deployed model as a REST API via Google App Engine. Use python math syntax e.g. c*(c-2) or 2*c**2, not (9-x)(8+x) or x*(9x-1). Performance is still being improved.
Endpoint docs.GPU-enabled NTRUEncrypt Encryption
Implemented an NTRUEncrypt encryption algorithm, an NTRU Lattice-Based encryption algorithm. As of January 1st, 2022, NTRUEncrypt had made it to the most recent round of the NIST Post-Quantum Cryptography Standardization competition.
GitHubDelaunay Triangulation Comparison
Implemented the incremental-insertion Delaunay Triangulation algorithm found in Primitives for the Manipulation of General Subdivisions and the Computation of Voronoi Diagrams by Guibas and Stolfi; and a divide-and-conquer algorithm found in A faster divide-and-conquer algorithm for constructing delaunay triangulations by Dwyer. This project idea was the final project of CS274 from Berkeley during the spring 2019 semester.
Project Idea. GitHubSkills
Bio
Undergraduate Research Assistant
@ University of Virginia Department of Systems and Information Engineering
Undergraduate Research Assistant
@ University of Virginia Department of Computer Science
Education
Center for Information Technology
Valedictorian
Presidential Scholar Candidate