About Me
Driven by a commitment to sustainable innovation, I operate at the intersection of artificial intelligence, battery technology, simulation, and digital twins. My background in Energy & Environment Technology from the Karlsruhe Institute of Technology (KIT) provides a strong foundation for bridging advanced AI methods with practical engineering challenges.
My focus is on developing and applying AI not just for technical optimization, but with a clear view towards real-world impact, resource efficiency, and creating systems that contribute positively to the larger context. My approach combines rigorous analytical thinking with a holistic, systems-level perspective, integrating insights from AI/ML, physics-based simulation, and engineering principles. I believe in leveraging technology thoughtfully and applying scientifically sound methods to address complex problems and seek practical, scalable solutions in areas like sustainable energy and circular economy.
Core Areas & Strategic Focus
AI for Battery Technology
Applying ML for advanced diagnostics, State-of-Health (SoH) estimation, predictive maintenance, and optimizing battery performance and lifespan.
Digital Twins & Simulation
Developing simulation-driven digital twins for complex systems analysis, virtual testing, and predictive insights in engineering contexts.
Sustainable AI & Circular Systems
Leveraging AI to enhance resource efficiency, enable circular economy models, and build more sustainable technological systems.
Intelligent Automation & Agents
Designing generative AI applications and agentic workflows for automating complex engineering tasks and analyses.
Online Presence & Contributions
Find my work, contributions, and thoughts across various platforms:
Professional & Code
- GitHub
- GitLab
- Stack Overflow
- Meta Stack Exchange
- Kaggle
- Google Developers
- Google Cloud Skills Boost
- Microsoft Learn
- Microsoft Tech Community
- Credly
- NVIDIA Developer Forums
- Google Sites
Academic & Research
AI Communities, Tools & Content
- Hugging Face
- Hugging Face Discuss
- Hugging Face Chat Assistant
- Digital Twin GPT
- AI Solutions GPT
- Tech Innovation GPT
- Michael Lorenz (KIT) GPT
- ChatGPT Personality Analysis
- Claude Artifact
- Perplexity AI Collection
- Google AI Discuss
Social Media, Blogs & Link Collections
- X (Twitter)
- Substack
- Medium
- Threads
- TikTok
- Bluesky (ml-the-ai-engineer)
- Bluesky (michael-lorenz)
- Mastodon
- Quora
- Linktree