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t-s-cox/README.md

hey, i'm toby

this page is a listing of hackathon projects i've been a part of
for other information and such, check the resume link below
for more detail / code on the projects, click the title links
feel free to reach out via email or linkedin!

resume: view pdf or download

projects

hand-drawn synthesizer leveraging computer vision
won 1st place in the "Best Musical Hack" challenge

tech used:

  • language(s): python
  • libraries and frameworks: YOLO, MediaPipe, tkinter, threading
  • tags: computer vision, user experience, machine learning

(Quantum Rings Challenge) feature extraction from quantum circuits to predict simulation costs
won 2nd place in the Quantum Rings sponsored challenge

tech used:

  • language(s): python
  • libraries and frameworks: openqasm2, qiskit, pytorch
  • tags: feature extraction, quantum computing, benchmarking, quantum simulation

real-time file monitoring system for HPC clusters, with an interactive dashboard and visualization
won "Best Use of MongoDB"

tech used:

  • language(s): python, javascript
  • libraries and frameworks: MongoDB, Vercel, Vue.js
  • tags: user experience, dashboard, monitoring, visualization, tracking, database

meteor trajectory and impact simulator and visualizer
won "Most Inspirational Hack" at 3rd largest in-person US event

tech used:

  • language(s): python, javascript, html, css, gdscript
  • libraries and frameworks: vue, tailwind, godot
  • tags: physics, simulation, visualization, meteor

tornado intensity predictor, based on atmospheric data
leverages quantum feature extraction to capture nonlinearity of predictors

tech used:

  • language(s): python
  • libraries and frameworks: qiskit, pennylane, sklearn
  • tags: quantum computing, classification, data science, data analytics

audio-based authentication system for usability
uses l2 norms in fourier space, along with advanced deep learning models, to detect if an audio key matches an attempt

tech used:

  • language(s): python, javascript
  • libraries and frameworks: django, pytorch
  • tags: authentication, usability, security, audio analysis

sports information dashboard centered around real-time fan sentiment
uses fan sentiment as a measurement for momentum to inform predictions

tech used:

  • language(s): python, typescript
  • libraries and frameworks: react, bert, gemini, requests
  • tags: natural language processing, sentiment analysis, user experience, data analytics, data science

application to determine optimal location for new sporting complexes in a city based on land use, traffic, etc

tech used:

  • language(s): python, javascript
  • libraries and frameworks: opencv, gekko, numpy
  • tags: optimization, computer vision, data science, data analytics

interactive game leveraging accelerometers within cell phones to paint different patterns

tech used:

  • language(s): javascript, gdscript
  • libraries and frameworks: godot, websocket
  • tags: networking, classification, user experience, interactive media

(D-Wave Challenge) project leveraging quantum advantage for logistics
solves routing problems for fire trucks from depots to multiple destinations

tech used:

  • language(s): python
  • libraries and frameworks: dwave
  • tags: quantum computing, optimization, qubo, logistics

(BlueQubit Challenge) applying classical methods to benchmark quantum computing performance

tech used:

  • language(s): python, openqasm
  • libraries and frameworks: qasm, qiskit, quimb
  • tags: quantum computing, benchmarking, quantum simulation

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  1. iquhack-2025 iquhack-2025 Public

    Python 1

  2. hazeltorek/vincent-van-gesture hazeltorek/vincent-van-gesture Public

    cuhackit 2025 project!

    JavaScript 1

  3. LunarSphere/RFKARE LunarSphere/RFKARE Public

    This Repository is for the 2025 Hacklytics @ Georgia Tech. Our Project is R Formerly Known As Real Estate (RFKARE)

    Jupyter Notebook 1

  4. hazeltorek/how-did-we-ket-here hazeltorek/how-did-we-ket-here Public

    yquantum 2025

    OpenQASM

  5. fanalytics fanalytics Public

    live sports prediction based on analyzing trends in fan sentiment.

    Jupyter Notebook 3

  6. jacobldavis/penano jacobldavis/penano Public

    Developed at HackMIT 2025, earning the "Best Musical Hack" award.

    Jupyter Notebook