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/MichaelLorenz
• 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/@michaellorenz/
• Mastodon - Decentralized Tech Discourse
  https://mastodon.social/@MichaelLorenz@mastodon.social
• Instagram - Visual Tech & Lifestyle
  https://www.instagram.com/michaellorenz/
• TikTok - AI-Generated Shorts & Insights
  https://www.tiktok.com/@michael.lorenz.ai
• Reddit - Discussions on Intelligence & Growth
  https://www.reddit.com/user/MichaelLorenzAI/
• 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/
• Googlen 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/6cLgxVrLctWP9GlQabfkel
• Spotify Podcast - Welcome to Michael Lorenz – The Podcast on AI, Digital Strategy and Future Technologies! Podcast https://open.spotify.com/show/3HfSiy4rE680CiC5rXug2F
• 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://www.youtube.com/@MLandAI
• 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
  https://www.google.com/maps/contrib/115711465985712006963/reviews/@48.61687,9.2222913,8z/data=!3m1!4b1!4m3!8m2!3m1!1e1?entry=ttu&g_ep=EgoyMDI1MDIwMy4wIKXMDSoASAFQAw%3D%3D
• 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

All contents in this repository are published under the Hippocratic License, version 2.1 license.

This license was chosen to ensure that the data and any derivatives are used in a manner that respects human rights and dignity. The full text of the license is available in the LICENSE file in this repository.

My aim is to foster open, sustainable, and collaborative technology ecosystems built on a foundation of ethical and responsible principles.