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AMLC of the Rockies Mini-Conference!

The Grid, Denver • December 5th, 2026 • 10:00 AM - 2:00 PM • Keynote: Chris Piekarski • Submit a Paper

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Keynote Presentation

The Conveyor Belt Doesn’t Wait: Engineering AI from Perception to Action

What does it take to turn an AI model into a machine people can depend on? Drawing on his experience building LuxTronic’s industrial inspection systems, Chris Piekarski explores how models, software, hardware, controls, and operator interfaces must work together to turn perception into timely, reliable action. Through lessons learned beside live production lines, this keynote shows why the whole system matters—and how the connections between its parts determine whether AI succeeds on the factory floor.

About the Keynote Speaker

Chris Piekarski

Chris Piekarski

Co-Founder & CTO of LuxTronic

Chris Piekarski is the Co-Founder and CTO of LuxTronic, an AI robotics company building intelligent inspection and automation systems for high-volume manufacturing. An embedded systems engineer and inventor, he has worked across the software stack—from assembly language to Kotlin—including a decade developing the Android operating system. He now leads LuxTronic’s engineering efforts through the renaissance of software development, bringing advances in AI into systems that perceive and act in the physical world. His approach is grounded in firsthand experience: he designed, built, and deployed the company’s mass-pack inspection technology, writing code beside a live production line.

A father, outdoor enthusiast, and avid mountaineer, Chris has climbed all 58 of Colorado’s named fourteeners and Mount Kilimanjaro and is training for Denali. He has taken his kids camping in 49 states and to 52 national parks, committing code along the way from some of the nation’s most remote areas. He has also rafted the Grand Canyon and explored beneath the surface as an advanced open water diver—from the Galápagos Islands to World War II wreck diving in Guadalcanal.

Event Overview

The Applied Machine Learning Collective (AMLC) of the Rockies is hosting a FREE mini-conference for professionals, hobbyists, and AI enthusiasts focused on practical machine learning applications and real-world execution.

  • Who It’s For: Anyone supporting AI platforms, building datasets, running agents, or training models.
  • Focus: Practical results from hands-on builders—cutting through the fluff to deliver projects.
  • Activities & Perks: Speaker sessions, local networking, a raffle, and free food.
  • Mission: Creating an open town square for AI builders to connect, scale communication, and grow together.

Event Details

  • Date: December 5th, 2026
  • Time: 10:00 AM - 2:00 PM
  • Venue: The Grid (Denver)
  • Registration: Open now! Use the button at the top of the page to register.

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