Computer Science @ Georgia Tech

Hi, I'm Jonathan Gil

Third-year CS student specializing in Intelligence & Information-Internetworks. I build ML systems, mobile apps, and web tools — and I love tackling problems that matter.

Scroll to explore

About Me

Howdy! I'm Jonathan Gil, a third-year Computer Science student at Georgia Tech majoring with threads in Intelligence and Information-Internetworks. I love building things — from ML pipelines and mobile apps to web tools — and I'm always looking for problems worth solving.

Hobbies

✈️ Traveling

I love exploring new countries and cultures!

🏸 Badminton & Fitness

I compete in badminton tournaments and love to lift!

Education

Georgia Institute of Technology

B.S. Computer Science — Intelligence & Information-Internetworks

Atlanta, GA  ·  GPA: 3.5  ·  Expected May 2027

Relevant Coursework

Data Structures & Algorithms Design & Analysis of Algorithms Machine Learning Systems & Networks Intro to Database Systems Objects & Design Linear Algebra Multivariable Calculus

Experience

RoboInvesting Subteam Member

GT Data Science Club

Aug 2025 – Present
  • Developed modular backtesting engine to simulate algorithmic trading strategies
  • Built AI Persona Signal Engine that aggregates investment signals to determine most reliable signal per stock
  • Created flexible experimentation framework to evaluate trading strategies across multiple tickers
  • Enhanced risk-adjusted decision-making, integrating portfolio capital management into strategy loop

Undergraduate Research Assistant

GT Automated Algorithm Design (VIP)

Jan 2025 – Present
  • Minimized error by 20% and optimized model complexity implementing genetic programming and multi-objective optimization using the DEAP Python library
  • Achieved greater accuracy than traditional ML models by leveraging NSGA-II selection and optimizing 92 generations on the Titanic dataset
  • Facilitated 5 Monte Carlo trials to evaluate algorithm performance via a server connection through SQL
VIP Team Page →

RoboCup Software Subteam Member

GT RoboJackets

Aug 2024 – May 2025
  • Integrated multi-agent adversarial strategies and enhanced motion planning for six autonomous soccer robots using C++ and ROS2 in an Agile team
  • Improved decision-making efficiency by optimizing robotic strategy and dynamically adjusting behavior in simulation using rqt

Projects

Toxic Sentiment Analysis

Aug 2025 – Dec 2025

ML project analyzing in-game chat logs to identify toxic behavior, comparing three ML methods on the CONDA dataset to determine the best performer for toxicity detection.

PythonScikit-learnPandasSeabornMachine Learning

BuzzString

Aug 2025 – Oct 2025

Web app for Georgia Tech Badminton Club members to submit racket stringing requests online, with Google Sign-In, real-time tracking, and service status management.

FlutterDartFirebaseGoogle OAuth

BuzzBrief

September 2025 · HackGT 12

Mobile app that transforms Gmail inboxes into a TikTok-style video feed. Connects via Google OAuth, uses AI to summarize emails into short video clips with narration and subtitles.

React NativeFastAPISupabaseOpenAIFFmpeg

DermaScan

February 2025 · UGAHacks 10

Web app letting users upload skin images for AI-powered cancer risk detection and condition-based recommendations, plus a clinic locator for nearby dermatologists.

PythonTensorFlowStreamlitGoogle Maps API

WanderSync

Aug 2024 – Nov 2024

Android app for real-time location tracking and user collaboration, built with MVVM architecture and Firebase. Features secure authentication and dynamic user invitations for shared navigation.

JavaFirebaseMVVMAndroid Studio

Fractal Tree Visualizer

March 2024

Interactive Java application visualizing fractal trees with sliders and controls for dynamic adjustments, demonstrating recursive stack behavior using a custom linked list stack.

JavaSwingMavenData Structures

Geography Web Game

Feb 2024 – Mar 2024

Web app quizzing users on country flags, tracking scores, and improving geographic knowledge. Integrates the RestCountries API for flag images supporting both official and common country names.

HTMLCSSJavaScriptRestCountries API

Resume