Dylan Geraci

Passionate about creating innovative solutions

Dylan Geraci

About Me

Hi, I'm Dylan — a senior Computer Science student at Cal State Fullerton passionate about creating innovative solutions with real-world impact. I enjoy exploring new technologies and applying them to strengthen my skills as a developer. With a strong background in software development and emerging technologies, I am driven to keep learning and expanding what I can build.

View Resume
🚀

Real-World Impact

Built ParkSafe-LA, a machine learning system analyzing 23+ million parking citations to help drivers avoid tickets — deployed and actively used by the community.

🎯

Technical Focus

Specializing in AI/ML, full-stack development, and data science. I love turning complex problems into elegant, scalable solutions.

📚

Continuous Learning

Hands-on experience in Python, C++, React, and Cloud Infrastructures. Always exploring and willing to learn new technologies and methodologies to stay at the forefront of software development.

Technical Skills

Languages
Python JavaScript TypeScript C++ Java SQL HTML/CSS R
Frameworks & Libraries
React Next.js Flask FastAPI TensorFlow PyTorch Node.js
Tools & Development
Git Docker PostgreSQL MongoDB VS Code Jupyter
Cloud & Infrastructure
AWS Google Cloud Azure Kubernetes

Featured Projects

ParkSafe-LA Application

ParkSafe-LA: Parking Citation Risk Predictor

ML system predicting parking citation risk using 23+ million LA citation records. Deployed full-stack web app.

Open App Source Code
Python Vercel Data Engineering Flask React.JS Machine Learning
Carelink Application

Carelink - AI Memory Companion

Offline-first AI-powered memory companion for caregivers supporting individuals with dementia and Alzheimer's. Features audio transcription, event summarization, and secure encrypted local storage.

Source Code
Python FastAPI Next.js Tailwind CSS SQLite Speech-to-Text LLM Integration
Cloud Infrastructure Migration

Cloud Infrastructure Migration

Led enterprise VM migration to Azure with CI/CD automation. Improved deployment success rate by 55% through optimized pipelines and reduced setup time by 40% with Azure CLI scripting.

Azure Linux CI/CD Azure CLI DevOps Cloud Architecture

Experience

Audio & Embedded Systems Engineer Extern

Yembo

Sep 2025 - Present

  • Implementing a speech processing pipeline to analyze live audio using waveform inspection, FFT, and transcript evaluation with LLMs
  • Developing embedded firmware for stepper motors, ultrasonic sensors, fog machines, and laser diode drivers, with Python utilities for serial communication
Python Embedded Systems Signal Processing LLMs Speech Recognition
Yembo
Project RAISE

Peer Advisor

Project RAISE at CSUF

Jul 2025 - Present

  • Mentor 35+ STEM transfer students through technical workshops, software development tools, and career pathway guidance
  • Connect students to research opportunities, internship programs, and academic resources to support STEM success
Mentoring Leadership STEM Education

Instructor

MIT's Day of AI - NextEdu Lab

Jun 2025 - Present

  • Taught MIT AI concepts using tools like Scratch, DALL·E, and ChatGPT
  • Guided students through hands-on activities and prompt-based AI interactions
  • Created a positive and engaging learning environment while coordinating with site staff and program leads
Artificial Intelligence Machine Learning Teaching
MIT's Day of AI
ACM at CSUF

Artificial Intelligence Officer

ACM at CSUF

May 2025 - Present

  • Serving as a board member for the AI Team, helping organize workshops
  • Promoting AI learning and supporting student engagement in machine learning and AI projects
Technical Communication Project Planning AI/ML

Sales and Service Expert

24 Hour Fitness

Jan 2025 - Aug 2025

  • Provided exceptional customer support, assisting over 800 members daily with high satisfaction rates
  • Drove team success by collaborating with 10 team members, achieving over 130% of monthly revenue goals
Sales Customer Service Team Collaboration
24 Hour Fitness

Education

3.97
GPA
Senior
Year

California State University, Fullerton

Bachelor of Science in Computer Science

Expected Graduation: May 2026

Academic Standing: Dean's List Recipient

Focus Areas: Full-Stack Software Development, Machine Learning, Data Science

California State University Fullerton

Key Coursework

Data Structures & Algorithms Software Engineering Database Systems Machine Learning Back-end Web Development Operating Systems Object-Oriented Programming Natural Language Processing Artificial Intelligence Data Science/Big Data Applied Statistics

Contact Me