Portfolio

Samuel Gonzalez

Computer Science Undergraduate

University of South Florida

Hey There...

I'm Sam. Whether it's gaming or climbing boulders with friends, I find the most joy in competitive, high-pressure problem-solving.

I center my work around professionalism, collaboration, and enterprise satisfaction.

Featured Projects

Titanic Machine Learning from Disaster (Kaggle)

Predicted Titanic passenger survival. Applied data cleaning, feature engineering, and analysis to the Titanic dataset. Built machine learning models using Python and scikit-learn. Enhanced predictive performance through model selection and hyperparameter tuning.

PythonPandasscikit-learnNumPyMatplotlibSeabornMachine LearningData Analysis

Orbit - Discord Bot

Developed an autonomous Discord chatbot in Python that centralized shared prompts and responses in one collaborative channel, reducing group decision-making time.

PythonDiscord APIOpenAI API

Ribbit - Autonomous Robot

Designed and built a 3D-printed autonomous robot frog capable of following objects using ultrasonic sensors, with all control logic programmed in C++ for Arduino components.

C++ArduinoUltrasonic Sensors3D Printing

Skills & Concepts

Languages

C++CPythonRISC-VVerilog

Tools

GitHubGitHub CopilotGit/Unix/Linux ShellPandasNumPyscikit-learnmatplotlib

Coursework

Data StructuresArtificial IntelligenceDiscrete StructuresComputer Logic & DesignProgram DesignProgramming Concepts