Tom Jeong

Developer, AI Researcher, and Tech Enthusiast

View Projects Get in Touch

tom@gatech:~

tom@gatech:~$ ./tomfetch

.--. tom@gatech .---|__| ----------- .--|===|--|_ OS: Ubuntu 22.04 | |===| |'\ Languages: Python, C++, Java |%%| | |.'\ Projects: Lychee, Bytality |%%| | |\.'\ Education: Georgia Tech | | | | \.'| | | |__| \.'\ "Developing AI solutions | |===|--| \.'\ that scale and impact." ^--^---'--' `-'

tom@gatech:~$ _

About Me

I'm Tom (Wonsuk) Jeong, a Computer Science and Mathematics student at Georgia Tech with a passion for AI, machine learning, and algorithmic problem-solving.

With experience in software engineering, research, and leadership, I focus on creating scalable AI solutions that make a real-world impact.

My technical interests span from advanced algorithms to deep learning, with practical applications in quantitative research and bioinformatics.

"An intelligent man cannot become anything seriously, and it is only the fool who becomes anything." - Dostoevsky

2025

Expected Graduation

Qubits in Simulations

2M+

Code Snippets Processed

Work Experience

Jan 2025 - Present

Georgia Institute of Technology

Teaching Assistant

Assisting Professor Merrick Furst in teaching CS 3511: Design and Analysis of Algorithms (Honors). Supporting 75 students and authoring course materials.

Dec 2023 - Apr 2024

JJ Bridge Consulting

Software Engineer Intern

Developed RESTful APIs and integrated PostgreSQL databases to streamline consulting data. Implemented ML models to analyze over 2,000 student profiles.

Leadership Roles

Quant Research Sector Leader

Trading at Georgia Tech | Aug 2023 - Present

Developed Bytality, a server platform for submitting and validating trading models for competitions. Managed a team of 5 software engineers and processed 200+ trading model submissions.

CubeSAT Project Supervisor

Fulton Science Academy | Jan 2023 - Present

Led a team of 10 students in designing and developing a Cube Satellite passing NASA's Phase 1 validation. The project won the 2023 NCSSS Innovative STEM Student Program of the Year Award.

Notable Projects

OrcaFold

Python CUDA

A state-of-the-art protein structure prediction system implementing advanced deep learning architectures inspired by AlphaFold, featuring MSA processing and 3D coordinate prediction.

View on GitHub

orcafold

$ python -m orcafold.predict --fasta protein.fa

Processing MSA alignments...

Running Evoformer iterations: 32/32

Structure prediction complete!

Saved: predicted_structure.pdb (pLDDT: 92.4)

LayerSkip for Mixture of Experts

Python LangChain

Implemented LayerSkip mechanism with a Mixture of Experts architecture, to dynamically adjust processing depth based on input complexity.

View on GitHub

AlphaQubit

Python, CUDA

Created an open source AI-driven quantum simulation framework leveraging deep learning to efficiently model and scale qubit interactions.

View on GitHub

Lychee Terminal

Python, LangChain Pinecone

A comprehensive management system and database for code generation using RAG and embeddings, reducing database retrieval time by 44%.

Visit Website

Bytality

Python PostgreSQL

A server platform for submitting and validating trading models for competitions at GT, Berkeley, and UGA with $20k+ AUM.

View on GitHub

FSA Astronomy Dome

Python Astronomy

Currently working on image processing systems for astronomical observations, implementing algorithms for star tracking and celestial object identification.

FPGA Development

Verilog Alchitry Au

Working on FPGA-based systems using the Alchitry Au development board, focusing on high-performance computing applications and digital signal processing.