Michael Lorenz, M.Sc. Energy & Environment Technology (KIT) - AI Engineer, Cognitive Technologist & Strategic Innovator

Welcome to the official GitHub profile of Michael Lorenz, M.Sc. Energy & Environment Technology (KIT), an engineer and technologist with a strong focus on artificial intelligence, battery technology, digital twin infrastructure, and cognitive system design.

Driven by curiosity, sustainability, and the pursuit of long-term value, I build bridges between engineering, AI innovation, and strategic systems thinking. My work combines cloud-native technologies, intelligent infrastructures, and data-centric engineering methods with a deep interest in human-AI collaboration, open science, and future-proof design principles.

🧠 About me

With a background in computational engineering and applied AI, I create and share insights that enable:

more resilient and interpretable AI systems
next-generation solutions for battery testing and lifecycle prediction
sustainable innovation models based on digital twin concepts and systemic transformation logic

I'm especially passionate about developing AI-powered frameworks that integrate human reasoning, cognitive science, and technological foresight. This includes exploring neurosymbolic systems, agent architectures, and intelligent infrastructure for circular economy applications.

🔗 Connect with me across platforms

🧑‍💻 Professional & Technical Profiles

GitHub - AI Engineering Projects & Digital Twin Concepts
https://github.com/MICHAEL-L0RENZ
GitLab - Machine Learning, Battery Testing & Open Infrastructure
https://gitlab.com/MichaelLorenz / https://michael-lorenz.gitlab.io/
GitLab Forum - Discussions on Machine Learning, Battery Testing & Open Infrastructure
https://forum.gitlab.com/u/michaellorenz/
Kaggle - AI Notebooks, Benchmark Datasets & Battery Analytics
https://www.kaggle.com/mltheaiengineer
Hugging Face – AI Models, Datasets & Spaces
https://huggingface.co/ML-The-AI-Engineer
Google Developer Profile - Cloud, AI, IoT & Public Code
https://developers.google.com/profile/u/michaellorenz
Google Cloud Skills Boost - Hands-on Labs & Skill Badges
https://www.cloudskillsboost.google/public_profiles/ad995a21-5bb3-4e9a-9a07-f2f22fe4c0fa
Microsoft Learn - AI & Cloud Learning Paths
https://learn.microsoft.com/de-de/users/artificial-intelligence
Microsoft Tech Community - Forums & Events
https://techcommunity.microsoft.com/users/michael-lorenz/2879362
Stack Overflow - Developer Q&A and Knowledge Sharing
https://stackoverflow.com/users/30133682/michael-lorenz
Meta Stack Exchange - Cross-network Q&A
https://meta.stackexchange.com/users/1727041/michael-lorenz
Xing - Professional Network
https://www.xing.com/profile/Michael_Lorenz78
OpenAI Community - AI Discussions & Collaboration
https://community.openai.com/u/ml-the-ai-engineer
Google Scholar - Scientific References
https://scholar.google.de/citations?hl=de&user=_avA-RAAAAAJ
ResearchGate - Publications & R&D Network
https://www.researchgate.net/profile/Michael-Lorenz-14
ORCID - R&D Publications
https://orcid.org/0009-0009-1186-8298
Semantic Scholar - R&D Publications
https://www.semanticscholar.org/author/Michael-Lorenz/2308043299/
Academia.edu - R&D Publications
https://kit.academia.edu/MichaelLorenz
Zenodo Community - ML The AI Engineer R&D Publications
https://https://zenodo.org/communities/michael-lorenz-msc-energy-environment-technology-kit
Credly - Verified Certifications
https://www.credly.com/users/michaellorenz

📣 Public Presence & Social Commentary

LinkedIn - Strategy, AI Transformation & Battery Tech
https://www.linkedin.com/in/michael-lorenz-battery-and-ai/
X (Twitter) - Real-time Insights & Updates
https://www.x.com/_Michael_Lorenz
Bluesky (Professional) - Tech Foresight & Systemic Thinking
https://bsky.app/profile/ml-the-ai-engineer.bsky.social
Bluesky (Personal) - Reflections & Human-Tech Interaction
https://www.bsky.app/profile/michael-lorenz.bsky.social
Threads - Microcommentary on AI & Culture
https://www.threads.net/@michael_lorenz_/
Mastodon - Decentralized Tech Discourse
https://mastodon.social/@MichaelLorenz@mastodon.social
Instagram - Visual Tech & Lifestyle
https://www.instagram.com/michael_lorenz_/
TikTok - AI-Generated Shorts & Insights
https://www.tiktok.com/@michael.lorenz.ai
Reddit - Discussions on Intelligence & Growth
https://www.reddit.com/user/Michael_Lorenz_AI/
Quora – Q&A and Knowledge Sharing
https://www.quora.com/profile/Michael-Lorenz-86
Amazon – Book Reviews & Profile Description
https://www.amazon.de/gp/profile/amzn1.account.AE3U3LWUBVOSMTZ2IK7AE4FHPD3A
Xing - Secondary Professional Presence
https://www.xing.com/profile/Michael_Lorenz78

📝 Publications, Datasets & Writing

Scientific Publications & Citable Datasets

Digital Identity Corpus (v1.0.0)
- This repository, published as a citable dataset to ensure long-term preservation and discoverability.
- DOI: 10.5281/zenodo.15766749
- Zenodo Record: records/15766749
- OpenAIRE: Indexed Record
- Software Heritage: Archived Source
HuggingFace Dataset on AI Engineering
- Zenodo Record: records/15727261
Paper: Fabrication and characterization of aluminum-containing ferritic ODS alloys for improved corrosion resistance
- View on: KIT-Bibliothek | IAEA-INIS | ETDEWEB

Articles & Author Profiles

Substack: Newsletter & Articles
Medium: Articles & Insights
Amazon: Author Page & KDP Profile

🤖 AI Tools & Strategic GPTs

GenAI, Digital Twin & IoT GPT - AI Architectures & Scenarios
https://chatgpt.com/g/g-67847826734081918648116dfa8f8fa9-michael-lorenz-generative-ai-digital-twin-iot
Digital Leadership Transformation AI-Coach - Innovation & Change Coaching
https://chatgpt.com/g/g-6756044be0c481919498df3cbee65aa1-digital-leadership-transformation-ai-coach
Digital AI Learning Journey Coach - Personalized AI Learning Paths
https://chatgpt.com/g/g-675b77c12aec819182ebc9ec62428a34-digital-ai-learning-journey-coach-v1-0
Michael Lorenz, M.Sc. Energy & Environment (KIT) - Personalized AI-Self
https://chatgpt.com/g/g-681f75b42a988191b3de50602d3a35e0-michael-lorenz-m-sc-energy-environment-kit
Claude-based Leadership Assessment - AI-assisted Self-Evaluation
https://claude.site/artifacts/f5b4d943-399b-4eb8-8f7d-49a128a53b37
ChatGPT Deep Research - Personality Analysis
https://chatgpt.com/share/67c0d169-e70c-8003-81ce-0ee6510305b0
HuggingFace GPT Version - Chat Assistant Instance
https://hf.co/chat/assistant/67c09fe4b28867ad6f7b9d69
Perplexity AI - Instant Answers & Search
https://www.perplexity.ai/search/michael-lorenz-perplexity-ai-QiOyThlFS3208dSt9UnvZg

🎓 Courses, Certifications & Communities

Coursera - AI & Data Science Courses
https://www.coursera.org/learner/michael-lorenz
Udemy - Technical & Strategic Skill Development
https://www.udemy.com/user/michael-lorenz-3/
Udemy Community - Peer Discussions & Q&A
https://community.udemy.com/en/profile/321692/Michael_Lorenz
Udacity - Nanodegree Alumni Network
https://community.udacity.com/u/a08a550f
NVIDIA Developer Forum – GPU & AI Community
https://forums.developer.nvidia.com/u/michael-lorenz
Google AI Developer Forum – AI Tools & Discussion
https://discuss.ai.google.dev/u/Michael_Lorenz/
Hugging Face Discuss – Community & Collaboration
https://discuss.huggingface.co/u/ml-the-ai-engineer
Make Community - Automation & Integration Forum
https://community.make.com/u/ml-the-ai-engineer
n8n Community - Workflow Automation Community
https://community.n8n.io/u/michael-lorenz/
Google Cloud Community - AI & Cloud Community
https://www.googlecloudcommunity.com/gc/user/viewprofilepage/user-id/525873

🎙️ Podcasts & Audio Platforms

Spotify Podcast Creator - Michael Lorenz AI & Strategy
https://creators.spotify.com/pod/show/michaellorenz/
Spotify Podcast (Substack Feed) - Michael Lorenz, M.Sc. Energy & Environment Technology (KIT) Podcast
https://open.spotify.com/show/6cLgxvWLctWP9GIQabfkeI
Spotify Podcast - Welcome to Michael Lorenz – The Podcast on AI, Digital Strategy and Future Technologies! Podcast
https://open.spotify.com/show/3HSjv4rE680CIC5rxug2F
Spotify Podcast RSS Feed - Welcome to Michael Lorenz – The Podcast on AI, Digital Strategy and Future Technologies!
https://anchor.fm/s/10295b2f0/podcast/rss
Substack Podcast RSS Feed - Michael Lorenz M.Sc. Energy
https://api.substack.com/feed/podcast/4336081.rss
YouTube - ML & AI
https://youtube.com/channel/UCBJ90d_WBRG3zvQumykIjJw
YouTube Music Podcast - Energy & AI Insights
https://music.youtube.com/channel/UCBJ90d_WBRG3zvQumykIjJw
Amazon Music Podcast (Substack RSS)
https://music.amazon.de/podcasts/258dd4a9-b27b-42e9-976c-fb9395b5a507/michael-lorenz-m-sc-energy-podcast
Amazon Music Podcast (Spotify RSS)
https://music.amazon.de/podcasts/7988f1e5-35f2-49b6-81a0-714e9c3dd6c0/welcome-to-michael-lorenz-%E2%80%93-the-podcast-on-ai-digital-strategy-and-future-technologies
Amazon Kindle Podcast (Spotify RSS)
https://www.amazon.de/Welcome-Michael-Lorenz-Strategy-Technologies/dp/B0F6KJ9KMN
Amazon Kindle Podcast (Substack RSS)
https://www.amazon.de/Michael-Lorenz-Environment-Technology-Podcast/dp/B0F6KCW1JG
Amazon Music Profile - Creator Page
https://music.amazon.de/profiles/@michael-lorenz
Apple Podcast (Substack RSS) - Michael-Lorenz M.Sc. Energy Podcast
https://podcasts.apple.com/us/podcast/michael-lorenz-m-sc-energy-podcast/id1812199274
SoundCloud - AI & Tech Audio Clips
https://soundcloud.com/michael-lorenz-ai/
Linktree - Central Link Aggregator
https://linktr.ee/michaellorenz
Pod.link - Central Podcast Link Aggregator
https://pod.link/1812199274
Gravatar - Central Identity Aggregator
https://gravatar.com/michaellorenzai

🌐 Other & Local

Google Maps Profile - Local Reviews & Contributions
Bitte hier den öffentlichen, permanenten Link zum Google Maps Profil einfügen
Local Guides Connect - Community Engagement
https://www.localguidesconnect.com/u/Michael_Lorenz/summary
Google Site - Central Hub & Portfolio
https://sites.google.com/view/michael-lorenz/home
PayPal.me – Support & Contributions
https://www.paypal.com/paypalme/MichaelLorenz86

🛠️ Repository roadmap (upcoming)

battery-twin: AI-based diagnostics & prediction for battery lifecycle and reuse
cognitive-agent-lab: tools for strategic decision-making and explainable AI behavior
sustainability-insight-engine: data-driven models for circular economy metrics

📜 License

The content in this repository is licensed under the CreativeML OpenRAIL-M license.

My aim is to foster open, sustainable, and collaborative technology ecosystems.