Michael Krauklis
Chief Architect at Thryve Labs, building machine-learning vision systems for caregiving environments. A computer science graduate of RIT, based in Rochester, NY, with a background spanning cloud architecture, AI/ML, and enterprise systems.
Full background, experience, and professional history.
GitHub
Source for this site and every tool in The Concept Lab.
Concept Lab
Collection of personalizeable proof of concept tools I've built. They are meant to bridge math and computer science concepts, learning, user experience, and engagement.
Certifications
Engagement
Howdy Partner (AWS Partner Webinar Series)
Presented on AI and machine learning as part of AWS's Howdy Partner series — a platform reserved for AWS's top-tier partners.
An Empirical Approach to Improving Performance and Reducing Costs with Amazon Athena
AWS Partner Network blog.
Best Practices for Migrating Databases in AWS Amplify Deployments
AWS Partner Network blog.
Your AI System Made a Decision. Do You Know Why?
A regulator, customer, or lawyer will ask this at some point in 2026.
Missing the Forest for the Model
In single-model systems, you optimize the model. In multi-signal operational AI, you investigate the system.
Caregivers Don't Quit the Care. They Quit the System.
Most people reading this have either been a caregiver or know one.