Principal Engineer @ Digi International | Edge AI + IoT Strategist | Building intelligent systems at the edge
I specialize in embedded systems, Edge AI, and intelligent IoT infrastructure.
My focus is on designing systems that bridge low-level hardware with high-impact AI use cases, bringing intelligence closer to where data is generated.
- Leading Edge AI initiatives at Digi International, architecting IoT systems that process data at the source for smarter, faster decision-making
- Building TinyMLDelta — an incremental model update system for TinyML and edge devices
- Building toyvision-ai — an open-source project that teaches kids about AI through playful experiments
- Architecting a modern C library for XBee, enabling developers to integrate Digi’s wireless IoT solutions with ease
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Edge Intelligence: Enabling IoT at the Source — published in The AI Innovator (2025)
→ https://theaiinnovator.com/edge-intelligence-enabling-iot-at-the-source/ -
Expert Panelist – Embedded World North America 2025
- YouTube: https://youtu.be/41o0cOKYkuM?si=8tPL-pN0ncA-CqMe
- Digi Resource Page: https://www.digi.com/resources/videos/ai-at-the-edge-ewna-2025
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Featured in Digi International’s press announcement:
New open IoT Application Framework accelerates development by addressing the complexity of connected product deployment at scale from edge to cloud
→ https://www.digi.com/company/press-releases/2025/digi-showcases-complete-edge-to-cloud-solution -
Medium Articles
- Why Edge AI Fails — And Why the Missing Infrastructure Layer Matters More Than the Models
→ https://medium.com/@felixgalindo91/why-edge-ai-fails-and-why-the-missing-infrastructure-layer-matters-more-than-the-models-a05f291a5834 - Introducing TinyMLDelta — Incremental ML Model Updates for Tiny Devices
→ https://medium.com/@felixgalindo91/introducing-tinymldelta-incremental-ml-model-updates-for-tiny-devices-96663edd1991
- Why Edge AI Fails — And Why the Missing Infrastructure Layer Matters More Than the Models
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Press
- TinyMLDelta featured on Hackster.io:
→ https://www.hackster.io/news/tinymldelta-brings-safe-lightweight-updates-to-edge-ai-6ec411f93f44
- TinyMLDelta featured on Hackster.io:
- Edge AI on constrained IoT devices (smart cities, healthcare, industrial automation)
- Distributed intelligence for connected embedded systems
- Bridging embedded hardware with cloud platforms to build scalable AI solutions
- LinkedIn: https://www.linkedin.com/in/felix-galindo/
- Medium: https://medium.com/@felixgalindo91
- GitHub: https://github.com/felixgalindo