I'm a developer passionate about building intelligent automation systems and language learning platforms. My favorite work lies at the intersection of AI and web development, creating experiences that not only solve complex problems but are meticulously built for performance and usability.

I'm currently wrapping up my role as an AI Engineer at SpeerAI, where I've been specializing in building intelligent automation systems. I'm actively seeking new opportunities that align with my passion for AI development and innovative software solutions.

Throughout my journey, I've had the opportunity to develop software across various settings — from hackathon-winning projects and automated reporting systems to language learning platforms. My experience spans RAG systems, vector-based memory solutions, and full-stack development, always with a focus on performance and reliability.

When I'm not coding, you'll find me in the kitchen experimenting with new recipes, at the gym staying active, or enjoying nature's displays — whether that's catching a beautiful sunset or stargazing on a clear night. These moments of pause help me maintain creativity and perspective in my technical work.

Experience

AI Engineer
Speer Technologies
April 2025 - Present
  • Architected and launched System One, reducing morning report generation time by 90% through n8n workflow automation and Supabase PostgreSQL, achieving 99.9% uptime
  • Connected a RAG system using xAI Grok and LangChain, improving report accuracy through contextual understanding and dynamic content generation
  • Implemented real-time data pipelines with X API Realtime API enabling automated research and deep research capabilities with 95% accuracy
  • Engineered a vector-based memory system using Supabase pgvector and OpenAI Embeddings for semantic search capabilities
  • Optimized user experience through A/B tested prompt engineering, resulting in an 85% reduction in clarification requests
Outreach Coordinator
UCF Astronomy Society
August 2023 - Present
  • Lead weekly public astronomy viewing sessions, engaging 100+ community members monthly in STEM education
  • Coordinate with Robinson Observatory to organize and execute 5+ major astronomical events annually
  • Develop educational materials and interactive demonstrations for K-12 students
  • Manage a team of 10+ student volunteers and maintain safety protocols
  • Created a digital sign-up system using Google Apps Script that improved volunteer scheduling efficiency by 40%

Featured Projects

Flueo
Language Learning Platform
Jun 2025 - Present
Flueo screenshot

Web app for learning languages through AI-powered translations and spaced repetition. Features modern authentication, real-time database operations, and personalized learning paths.

Next.jsTypeScriptGPT-4Supabase
SmartCards
ShellHacks Hackathon Winner
October 2024
SmartCards screenshot

AI-powered receipt scanning application that won 1st place among 40 teams. Features hybrid React/Flask architecture and real-time Firebase database integration.

ReactFlaskFirebaseOpenAI
LegalFlow
Knight Hacks Honorary Mention
October 2023
LegalFlow screenshot

AI-powered legal document classifier achieving 100% accuracy across 6 categories. Built with Azure AI Document Intelligence and LangChain, featuring an intuitive Streamlit interface.

Azure AILangChainStreamlitPython

Get in Touch

I'm always open to discussing new opportunities, interesting projects, or just having a chat about technology and innovation. Whether you're looking for a developer who can bring AI expertise to your team, or you'd like to collaborate on an exciting project, I'd love to hear from you.

Feel free to reach out to me at mcreynolds02@gmail.com

Built with Next.js and deployed on Vercel by yours truly

Glowing orb effect inspired by Portal to Tomorrow by @jasesmith