Open to opportunities

Matthew Marietta

Building intelligent and intuitive software.

Full Stack Development Intern @ AIM-HI · Irvine, CA

Resume
Matthew Marietta

Projects

A few things I've built recently.

Live 2026

Miaomo.ai — RAG Study Assistant

Agentic RAG system for document Q&A with citation tracking. Chat with your documents across multiple AI models, semantic search via vector embeddings, and automatic quiz/flashcard generation.

ReactNext.jsLangChainClaudeGeminiGPT-4oPineconeFirestore
Open Source 2025

Eco Nauts

Renewable energy site-placement tool. Place renewable energy sources on a map and get a real-time sustainability score.

ReactFastAPIMapboxDockerTensorFlowscikit-learn
Open Source 2025

Pitch Vision

YOLO-based object detection to track players, referees, and the ball in soccer match footage.

PythonTensorFlowOpenCV
Archived 2025

AI/ML Datathon

1st place, supervised learning track. Combined multiple modeling approaches to achieve 97% accuracy.

Pythonscikit-learnPandas

Experience

Where I've worked and what I've shipped.

AIM-HI Internship
Jan 2026 – Present · Irvine, CA

Full Stack Development Intern

Shipping generative AI features to production, including a video generation pipeline (Runway + Google Veo 3.1) used by 20+ users, a 5-stage image-to-video pipeline with real-time SSE progress tracking, and LinkedIn analytics REST endpoints.

ReactFirebaseCloud FunctionsREST APIsGenerative AI
CSULB Research
Jan 2025 – May 2026 · Long Beach, CA

Machine Learning Research Assistant

Benchmarked four ML architectures for embedded deployment, achieving 99.0% accuracy and 0.10ms latency, 97.5% below the real-time threshold; collaborated with Electrical Engineering researchers on deployment decisions.

PyTorchTensorFlowEmbedded MLModel Evaluation
QuantStore Internship
Mar 2025 – Jun 2025 · Long Beach, CA

Software Engineer Intern

Built a real-time React/TypeScript code editor for trading script validation, optimized dashboard components, and cut API response time 40% via async workers and Flask route optimization.

ReactTypeScriptFlaskPerformance

Skills

Technologies I work with.

Languages

JavaScriptTypeScriptPythonC++

Frameworks & Frontend

ReactNext.jsSvelteNode.jsTailwind CSS

AI/ML & Backend

PyTorchTensorFlowscikit-learnPandasOpenCVLangChainFlaskFastAPIFirebaseDockerPostgreSQL