Francisco Gutierrez

About Francisco Gutierrez

I design and build AI-native software systems that leverage large language models. My background sits at the intersection of mathematics, quantitative finance, and software engineering. Over 15+ years, I have built complex systems across machine learning, functional programming, agent-based modeling, and decision frameworks. At Miami Beach Labs, I architect and implement production-grade LLM applications across web and mobile platforms, including retrieval pipelines, structured prompting systems, and decision-support workflows. I collaborate with founders and engineering teams to translate emerging AI capabilities into deployable, revenue-generating products. Based in Miami Beach. Open to remote collaboration.

Experience

1. Founder & Ai Systems Engineer

   Miami Beach Labs

   Jun 2025 — Present · Miami Beach, FL, US

   Building AI-native software systems leveraging large language models.Design and implement production-grade LLM applications across web and mobile platforms, including backend systems, API integrations, structured prompting frameworks, retrieval pipelines, and decision-support workflows.Work spans system architecture, applied machine learning, and full-stack development using Haskell, Python, Swift, and JavaScript.Collaborate with founders and teams to translate emerging AI capabilities into deployable, revenue-generating products.

Education

• Coursera

  Deep Learning Specialization, Deep Learning

  2017 — 2018

• Caltech

  BS, Engineering & Applied Science (1) Economics (2)

  1992 — 1996

• University of Colorado Denver

  MS Coursework, Applied Mathematics

  2004 — 2010

• ITESM

  MS, Computer Science, Intelligent Systems

  2000 — 2002

Skills

• Graph Theory
• Software Development
• Python
• Neural Networks
• Discrete Optimization
• Linux
• Quantitative Finance
• Linear Algebra
• Collaborative Filtering
• Computational Intelligence
• Big Data
• Reinforcement Learning
• Octave
• Bioinformatics
• Bash
• Promotions
• Lisp
• Statistical Data Analysis
• Dimensionality Reduction
• Semantic Analysis
• Html 5
• Sentiment Analysis
• R
• Pattern Recognition
• Financial Engineering
• Functional Programming
• Evolutionary Computation
• Natural Language Processing
• Financial Analysis
• Complexity Theory
• Applied Mathematics
• Ruby
• Product Management
• Web Applications
• Rspec
• Genetic Algorithms
• Statistics
• Startups
• Machine Learning
• Quantitative Models