My Projects
A collection of my work, side projects, and open-source contributions
LSTM Stock Price Prediction
CompleteA neural network-based stock price prediction system using Long Short-Term Memory (LSTM) networks. Built as a final project for CS 682 Neural Networks course at UMass Amherst. Implements a multi-layer LSTM architecture with dropout regularization, layer normalization, and early stopping for predicting daily stock closing prices.
- Multi-layer LSTM architecture with 4 LSTM layers and dropout regularization
- Custom PriceClassifier class for stock price prediction and evaluation
- Train/validation/test split with temporal data handling
Astrology Insights
ActiveA full-featured web application for generating detailed astrological birth charts with AI-powered interpretations, interactive chat, and synastry analysis. Built with Flask, PostgreSQL, and integrated with OpenAI/Anthropic for personalized chart readings.
- Interactive birth chart generation with Kerykeion API
- AI-powered chart interpretations using GPT-4/Claude
- Interactive chat for asking questions about charts
mattmccarthy.dev
ActiveA modern, responsive personal website built with Flask and Tailwind CSS featuring blog, projects showcase, and interactive resume.
- Markdown-based blog system
- Responsive design with Tailwind CSS
- Interactive resume with timeline view
AI Agent Orchestration
ActiveBuilding and orchestrating teams of AI coding agents using Claude Code, OpenClaw, Codex, and Paperclip. Using agents to autonomously build features, write content, fix bugs, and run overnight — across multiple live projects simultaneously. Learning what works, what does not, and how to get the most out of AI-assisted development in real production environments.
- Orchestrated 5+ parallel coding agents across 3 projects in a single night
- Built Claude → Codex fallback chains for resilient overnight autonomous work
- Integrated Paperclip for multi-project org chart and task management
Thrive Beyond Coaching
ActiveA website built for Kelly McCarthy — breast cancer survivor, educator, and certified life coach. Kelly brings 8 years of teaching experience and a Masters in Education to her coaching practice, currently working at Boston University supporting students through mental health re-integration. Her niche: cancer survivors and caregivers navigating life after diagnosis. Built with Next.js, TypeScript, and Tailwind CSS.
- Next.js 14 with App Router and TypeScript
- Responsive design with warm, supportive earthy/nature theme
- Multiple pages: Home, About, Offerings, Shop, and Contact
Interested in Collaborating?
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.
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