Austin Hedge

Computer Science Student

Passionate about machine learning, computer vision, and building innovative solutions

austinhedge76@email.com
Tustin, California

About Me

Education

California State University, Fullerton

B.S. in Computer Science

Expected Graduation: May 2027

GPA: 3.75

Related Coursework:

Data Structures & AlgorithmsAlgorithm EngineeringDiscrete Math IICalculus IIBig Data

Professional Summary

I'm a passionate Computer Science student with a strong foundation in software engineering, machine learning, and web development. My experience spans from building full-stack applications to developing custom AI models for computer vision tasks. I enjoy solving complex problems and creating innovative solutions that make a real impact.

Work Experience

Akrew eSports - Professional Valorant Player

Nov 2021 – Aug 2022 | Dallas, TX

Collaborated effectively with team members and coaches to achieve optimal performance in competitive, high-pressure environments. Developed strategic thinking and problem-solving skills through participation in numerous online and in-person tournaments.

Skills & Technologies

Programming Languages

PythonC++RustJavaScript

Web Development

HTMLCSSReactSvelteFlaskFastAPIPostgreSQLSQLite

AI/ML

PyTorchPandasOpenCVYOLOv8OpenAI Whisper

Computer Vision & 3D Perception

Monocular ORB3-SLAMVisual OdometryPoint Cloud/Depth Map Generation

Tools & Platforms

GitBashViteRESTful APIsGoogle ColabJupyter Notebook

Featured Projects

Backyard Rabbit Detection with YOLOv8

Developed and custom-trained a YOLOv8 object detection model to identify and track rabbits in real-time from a video feed. Managed the end-to-end machine learning workflow, including data collection, image annotation, and model training within a Google Colab environment.

PythonYOLOv8PyTorchGoogle ColabOpenCV
View on GitHub

ChatConcierge - Hackathon Project

Created trip-planning web app using React/Vite frontend and Flask backend. Implemented fuzzy matching algorithm to find common travel destinations among groups. Integrated Cerebras AI API to generate personalized activity recommendations.

PythonReact + ViteFlaskSQLiteCerebras AI API
View on GitHub

Personal Finance Tracker

Developed a full-stack personal finance dashboard with Flask backend and SQLite database to track income/expenses. Integrated Plaid API for real-time transaction data access. Built a responsive frontend with HTML/CSS/JavaScript for data visualization.

PythonFlaskSQLitePlaid APIHTML/CSS/JavaScript
View on GitHub