Hi, I’m Ryan Lingo

Applied AI Research Engineer & Developer Advocate

Let’s talk, so that you can:

Ask better questions to discover new possibilities.

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About Me

Background

  • I’m a philosopher who discovered a passion for software engineering, data science, and AI.
  • I’ve held roles from consultant, software engineer, data scientist, applied ai research engineer to developer advocate, all shaped by my interest in how technology intersects with human thought.
  • I’ve taught Python to thousands of students—one of my favorite ways to share what I know.
  • These days, I juggle two hats: digging into complex applied AI engineering problems and fostering community collaboration for meaningful solutions.

Applied AI Engineering

  • I believe real-world impact matters as much as theory. It’s about understanding how AI can genuinely serve people’s needs.
  • Whether it’s automating time-consuming tasks or uncovering hidden insights in data, I see AI as a bridge between abstract concepts and practical outcomes.

Developer Advocacy

  • I lead research initiatives and build communities of thinkers and makers who want to solve big problems through technology.
  • Speaking at events, giving talks, and sharing ideas is a key part of my work, as is creating resources—like blogs and tutorials—that make advanced concepts accessible.
  • By fostering an open, collaborative environment, I hope to spark projects that have a lasting influence on both the tech we create and the people who use it.

What I Do

Building Tomorrow’s AI

Robust Systems for Real-World Impact

I design and implement AI-driven solutions that help organizations automate processes, extract insights, and solve complex problems. From architecture selection to final deployment, I ensure your AI system performs effectively where it truly matters.

Elevating Reasoning

Pushing AI Intelligence Beyond Boundaries

Beyond standard AI approaches, I focus on refining how models think and deduce. Through advanced techniques like prompt engineering and custom fine-tuning, I help your AI deliver consistent, trustworthy reasoning and decision-making.

Community Catalyst

Fostering Developer Growth & Collaboration

I foster vibrant developer communities through workshops, meetups, and open-source collaboration. By creating inclusive environments, I empower teams to learn from each other, solve tough challenges, and build their careers in tech.

Inspiring Content

Demystifying Tech Through Engaging Media

Through blog posts, tutorials, and conference talks, I make advanced technology understandable for engineers and non-engineers alike. My goal is to spark interest, lower barriers to entry, and encourage more people to explore AI’s potential.

My Vision

  • Building Bridges: I strive to connect research breakthroughs with the everyday world, so practical ideas can flow freely to those who benefit from them.
  • Solving Hard Problems: I focus on tricky challenges that demand both logic and creativity, rather than following the obvious path everyone else takes.
  • Growing Communities: By bringing people together through meetups, shared resources, and open collaboration, I hope to spark new perspectives and tackle meaningful projects.
  • Seeking the Non-Obvious: Instead of going where the crowd is, I’m drawn to uncharted territory, believing that genuine discovery often lies off the beaten path.
  • Thinking as Bets: I treat decisions as informed wagers, knowing that success isn’t guaranteed. It’s the lessons learned from each outcome that drive real progress.

My Papers

Enhancing LLM Problem Solving with REAP: Reflection, Explicit Problem Deconstruction, and Advanced Prompting

Lingo, R., Arroyo, M., & Chhajer, R. (2024)

View on arXiv

The Role of ChatGPT in Democratizing Data Science: An Exploration of AI-facilitated Data Analysis in Telematics

Lingo, R. (2023)

View on arXiv

Exploring the Potential of AI-Generated Synthetic Datasets: A Case Study on Telematics Data with ChatGPT

Lingo, R. (2023)

View on arXiv

Let’s Connect

  • If you’d like to discuss how I can help tackle your AI or development challenges—or if you just want to talk about new ideas—feel free to email me.
  • You can also find me on LinkedIn, where I share thoughts on AI and community building.
  • I’m always open to collaboration—whether it’s brainstorming the next big project, teaching a workshop, or diving into a challenging problem together.