README.md

---
license: creativeml-openrail-m
language:
- en
tags:
- artificial-intelligence
- digital-twin
- battery-technology
- systems-thinking
- ai-engineer
- strategic-innovator
- human-ai-collaboration
- agent-architecture
- sustainability
- open-science
- digital-identity
- knowledge-graph
- Michael-Lorenz
---
# 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/@[email protected]
- **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](https://doi.org/10.5281/zenodo.15766749)
    * **Zenodo Record:** [records/15766749](https://zenodo.org/records/15766749)
    * **OpenAIRE:** [Indexed Record](https://explore.openaire.eu/search/software?pid=10.5281%2Fzenodo.15766749)
    * **Software Heritage:** [Archived Source](https://archive.softwareheritage.org/browse/directory/0e363642f94ef68bf41be6ee05a1cb1957a9bbb7/?origin_url=https://doi.org/10.5281/zenodo.15766749)

* **HuggingFace Dataset on AI Engineering**
    * **Zenodo Record:** [records/15727261](https://zenodo.org/records/15727261)

* **Paper: Fabrication and characterization of aluminum-containing ferritic ODS alloys for improved corrosion resistance**
    * **View on:** [KIT-Bibliothek](https://publikationen.bibliothek.kit.edu/230093432/6211433) | [IAEA-INIS](https://inis.iaea.org/records/3dhkc-65y07) | [ETDEWEB](https://www.osti.gov/etdeweb/biblio/22268322)

### Articles & Author Profiles

* **Substack:** [Newsletter & Articles](https://michaellorenz.substack.com)
* **Medium:** [Articles & Insights](https://medium.com/@michael-lorenz/)
* **Amazon:** [Author Page](https://www.amazon.com/author/michaellorenz) & [KDP Profile](https://www.kdpcommunity.com/s/profile/005at000001pdjV)

---

### 🤖 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](https://huggingface.co/spaces/CompVis/stable-diffusion-license).

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