About Experience Projects Contact

Software Engineer

Dylan Geraci

based
Southern California
focus
Full-stack systems
status
Open to new-grad SWE roles
Resume LinkedIn GitHub
Dylan Geraci
~/about

About

Hi, I'm Dylan, a Software Engineer based in Southern California, recently graduated from Cal State Fullerton with a B.S. in Computer Science. I build full-stack systems and ML pipelines end-to-end, from APIs and databases to deployed models. Outside of work I stay active at the gym, play chess, and dive into as much new music as possible. Open to new grad SWE opportunities — feel free to reach out.

B.S. Computer Science, California State University, Fullerton — 3.98 GPA, May 2026

Languages

PythonJavaScriptTypeScriptC++JavaRustSQLHTMLCSS

Frameworks

FastAPIReact.jsNext.jsNode.jsExpress.jsTailwind CSS

Databases

PostgreSQLMongoDBMySQLSQLite

Tools

GitDockerKubernetesGitHub ActionsPyTorchTensorFlowJiraPytest

Cloud

AWSGoogle CloudAzureCloudflare
~/experience

Experience

May 2026 — Present

Software Engineer

Mindful Metrics

Integrated Google GenAI SDK into a DTF marketplace to power intelligent technician-job matching. Refactored an e-commerce platform to FastAPI/React with Stripe and Shopify integration, supporting 1M+ items sold. Launched a logistics platform integrating CRM and ERP APIs with i18n support across English and Chinese.

PythonFastAPIReact.jsGoogle GenAIStripeREST APIsi18n

Oct 2025 — May 2026

Software Engineer Intern

Crete Robotics Solutions

Designed a RESTful API with 30+ endpoints supporting task matching and messaging. Implemented real-time WebSocket messaging with JWT authentication and MongoDB persistence. Established pytest unit tests maintaining 80% code coverage across all API endpoints.

PythonFastAPIMongoDBREST APIsWebSocketsPytest

Nov 2025 — May 2026

Research Assistant

Dr. Anand Panangadan — CSUF

Contributed to a real-time smart cooking assistant for low-income supportive housing — a multi-semester research project deploying a fine-tuned YOLOv11s model on a Raspberry Pi 5 with an AI HAT+ NPU for edge-based cooking state detection. The system uses a custom dataset of 1,300+ labeled images, temporal majority-vote stabilization, and async API integration to guide residents step-by-step through recipes via computer vision.

PythonRaspberry PiComputer VisionAI/MLEmbedded SystemsThermal Imaging

Jul 2025 — May 2026

Peer Advisor

Project RAISE

Mentored 40+ STEM transfer students through 1-on-1 advising, technical guidance, and academic planning. Delivered technical presentations and workshops to 100+ students on software engineering and career development.

MentoringLeadershipSTEM Education

Sep 2025 — Jan 2026

Software Engineer Intern

Yembo

Rebuilt a multi-threaded Python system orchestrating 16 microcontrollers for real-time AI interaction, and engineered a speech recognition pipeline using whisper.cpp achieving 2–4s response latency. Deployed a production AI installation serving continuous live interaction during a multi-month museum exhibition.

PythonEmbedded SystemsSpeech RecognitionAI/MLwhisper.cpp

May 2025 — May 2026

Artificial Intelligence Officer

ACM

Served as a board member for the AI Team, conducting Data Science and ML workshops for 35+ students covering feature engineering, model training, and evaluation. Increased workshop attendance by 50% by developing real-world programming demo applications.

Technical CommunicationProject PlanningAI/ML

Jun 2025 — Sep 2025

Instructor

MIT's Day of AI — NextEdu Lab

Taught MIT AI concepts using Scratch, DALL·E, and ChatGPT, guiding students through hands-on activities and prompt-based AI interactions in a collaborative learning environment.

Artificial IntelligenceMachine LearningTeaching

Jun 2022 — Aug 2025

Sales and Service Expert

24 Hour Fitness

Led a team of 10 while providing daily support to 800+ members, consistently exceeding 130% of monthly revenue goals.

SalesCustomer ServiceTeam Collaboration
~/projects

Projects

SessionLog

SessionLog

Full-stack practice analytics platform that enables musicians to track sessions, visualize progress, and maintain consistency through real-time analytics, goal tracking, and secure PostgreSQL-backed storage.

Live App Source Code
Next.jsTypeScriptSupabasePostgreSQLTailwind CSSFull-StackDatabase Design
ParkSafe-LA

ParkSafe-LA

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

Open App Source Code
PythonFlaskReactMachine LearningData EngineeringVercel
Carelink — AI Memory Companion

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
PythonFastAPINext.jsTailwind CSSSQLiteLLM Integration
WISE Reflect

WISE Reflect

Chrome extension that guides students through structured reflection and delivers AI-generated feedback via a secure Node.js backend proxy, protecting API keys while storing responses locally and logging anonymized usage.

JavaScriptNode.jsChrome ExtensionsOpenAI APISQLiteFull-Stack
~/contact

Open to new-grad SWE roles — let's talk.

Whether you're hiring or just want to swap notes on systems and ML, my inbox is open.

email
linkedin /in/dylangeraci
github @Dylan-Geraci