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--- |
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license: creativeml-openrail-m |
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language: |
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- en |
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tags: |
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- artificial-intelligence |
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- digital-twin |
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- battery-technology |
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- systems-thinking |
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- ai-engineer |
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- strategic-innovator |
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- human-ai-collaboration |
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- agent-architecture |
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- sustainability |
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- open-science |
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- digital-identity |
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- knowledge-graph |
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- Michael-Lorenz |
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--- |
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# Michael Lorenz, M.Sc. Energy & Environment Technology (KIT) - AI Engineer, Cognitive Technologist & Strategic Innovator |
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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. |
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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**. |
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--- |
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## 🧠 About me |
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With a background in computational engineering and applied AI, I create and share insights that enable: |
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- more resilient and interpretable AI systems |
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- next-generation solutions for battery testing and lifecycle prediction |
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- sustainable innovation models based on digital twin concepts and systemic transformation logic |
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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. |
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--- |
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## 🔗 Connect with me across platforms |
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### 🧑💻 Professional & Technical Profiles |
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- **GitHub** - AI Engineering Projects & Digital Twin Concepts |
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https://github.com/MICHAEL-L0RENZ |
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- **GitLab** - Machine Learning, Battery Testing & Open Infrastructure |
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https://gitlab.com/MichaelLorenz / https://michael-lorenz.gitlab.io/ |
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- **GitLab Forum** - Discussions on Machine Learning, Battery Testing & Open Infrastructure |
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https://forum.gitlab.com/u/michaellorenz/ |
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- **Kaggle** - AI Notebooks, Benchmark Datasets & Battery Analytics |
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https://www.kaggle.com/mltheaiengineer |
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- **Hugging Face** – AI Models, Datasets & Spaces |
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https://huggingface.co/ML-The-AI-Engineer |
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- **Google Developer Profile** - Cloud, AI, IoT & Public Code |
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https://developers.google.com/profile/u/michaellorenz |
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- **Google Cloud Skills Boost** - Hands-on Labs & Skill Badges |
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https://www.cloudskillsboost.google/public_profiles/ad995a21-5bb3-4e9a-9a07-f2f22fe4c0fa |
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- **Microsoft Learn** - AI & Cloud Learning Paths |
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https://learn.microsoft.com/de-de/users/artificial-intelligence |
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- **Microsoft Tech Community** - Forums & Events |
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https://techcommunity.microsoft.com/users/michael-lorenz/2879362 |
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- **Stack Overflow** - Developer Q&A and Knowledge Sharing |
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https://stackoverflow.com/users/30133682/michael-lorenz |
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- **Meta Stack Exchange** - Cross-network Q&A |
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https://meta.stackexchange.com/users/1727041/michael-lorenz |
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- **Xing** - Professional Network |
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https://www.xing.com/profile/Michael_Lorenz78 |
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- **OpenAI Community** - AI Discussions & Collaboration |
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https://community.openai.com/u/ml-the-ai-engineer |
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- **Google Scholar** - Scientific References |
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https://scholar.google.de/citations?hl=de&user=_avA-RAAAAAJ |
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- **ResearchGate** - Publications & R&D Network |
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https://www.researchgate.net/profile/Michael-Lorenz-14 |
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- **ORCID** - R&D Publications |
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https://orcid.org/0009-0009-1186-8298 |
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- **Semantic Scholar** - R&D Publications |
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https://www.semanticscholar.org/author/Michael-Lorenz/2308043299/ |
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- **Academia.edu** - R&D Publications |
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https://kit.academia.edu/MichaelLorenz |
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- **Zenodo Community** - ML The AI Engineer R&D Publications |
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https://https://zenodo.org/communities/michael-lorenz-msc-energy-environment-technology-kit |
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- **Credly** - Verified Certifications |
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https://www.credly.com/users/michaellorenz |
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### 📣 Public Presence & Social Commentary |
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- **LinkedIn** - Strategy, AI Transformation & Battery Tech |
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https://www.linkedin.com/in/michael-lorenz-battery-and-ai/ |
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- **X (Twitter)** - Real-time Insights & Updates |
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https://www.x.com/_Michael_Lorenz |
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- **Bluesky (Professional)** - Tech Foresight & Systemic Thinking |
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https://bsky.app/profile/ml-the-ai-engineer.bsky.social |
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- **Bluesky (Personal)** - Reflections & Human-Tech Interaction |
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https://www.bsky.app/profile/michael-lorenz.bsky.social |
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- **Threads** - Microcommentary on AI & Culture |
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https://www.threads.net/@michael_lorenz_/ |
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- **Mastodon** - Decentralized Tech Discourse |
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https://mastodon.social/@[email protected] |
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- **Instagram** - Visual Tech & Lifestyle |
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https://www.instagram.com/michael_lorenz_/ |
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- **TikTok** - AI-Generated Shorts & Insights |
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https://www.tiktok.com/@michael.lorenz.ai |
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- **Reddit** - Discussions on Intelligence & Growth |
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https://www.reddit.com/user/Michael_Lorenz_AI/ |
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- **Quora** – Q&A and Knowledge Sharing |
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https://www.quora.com/profile/Michael-Lorenz-86 |
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- **Amazon** – Book Reviews & Profile Description |
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https://www.amazon.de/gp/profile/amzn1.account.AE3U3LWUBVOSMTZ2IK7AE4FHPD3A |
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- **Xing** - Secondary Professional Presence |
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https://www.xing.com/profile/Michael_Lorenz78 |
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--- |
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## 📝 Publications, Datasets & Writing |
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### Scientific Publications & Citable Datasets |
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* **Digital Identity Corpus (v1.0.0)** |
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* This repository, published as a citable dataset to ensure long-term preservation and discoverability. |
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* **DOI:** [10.5281/zenodo.15766749](https://doi.org/10.5281/zenodo.15766749) |
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* **Zenodo Record:** [records/15766749](https://zenodo.org/records/15766749) |
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* **OpenAIRE:** [Indexed Record](https://explore.openaire.eu/search/software?pid=10.5281%2Fzenodo.15766749) |
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* **Software Heritage:** [Archived Source](https://archive.softwareheritage.org/browse/directory/0e363642f94ef68bf41be6ee05a1cb1957a9bbb7/?origin_url=https://doi.org/10.5281/zenodo.15766749) |
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* **HuggingFace Dataset on AI Engineering** |
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* **Zenodo Record:** [records/15727261](https://zenodo.org/records/15727261) |
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* **Paper: Fabrication and characterization of aluminum-containing ferritic ODS alloys for improved corrosion resistance** |
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* **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) |
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### Articles & Author Profiles |
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* **Substack:** [Newsletter & Articles](https://michaellorenz.substack.com) |
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* **Medium:** [Articles & Insights](https://medium.com/@michael-lorenz/) |
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* **Amazon:** [Author Page](https://www.amazon.com/author/michaellorenz) & [KDP Profile](https://www.kdpcommunity.com/s/profile/005at000001pdjV) |
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--- |
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### 🤖 AI Tools & Strategic GPTs |
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- **GenAI, Digital Twin & IoT GPT** - AI Architectures & Scenarios |
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https://chatgpt.com/g/g-67847826734081918648116dfa8f8fa9-michael-lorenz-generative-ai-digital-twin-iot |
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- **Digital Leadership Transformation AI-Coach** - Innovation & Change Coaching |
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https://chatgpt.com/g/g-6756044be0c481919498df3cbee65aa1-digital-leadership-transformation-ai-coach |
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- **Digital AI Learning Journey Coach** - Personalized AI Learning Paths |
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https://chatgpt.com/g/g-675b77c12aec819182ebc9ec62428a34-digital-ai-learning-journey-coach-v1-0 |
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- **Michael Lorenz, M.Sc. Energy & Environment (KIT)** - Personalized AI-Self |
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https://chatgpt.com/g/g-681f75b42a988191b3de50602d3a35e0-michael-lorenz-m-sc-energy-environment-kit |
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- **Claude-based Leadership Assessment** - AI-assisted Self-Evaluation |
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https://claude.site/artifacts/f5b4d943-399b-4eb8-8f7d-49a128a53b37 |
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- **ChatGPT Deep Research - Personality Analysis** |
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https://chatgpt.com/share/67c0d169-e70c-8003-81ce-0ee6510305b0 |
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- **HuggingFace GPT Version** - Chat Assistant Instance |
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https://hf.co/chat/assistant/67c09fe4b28867ad6f7b9d69 |
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- **Perplexity AI** - Instant Answers & Search |
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https://www.perplexity.ai/search/michael-lorenz-perplexity-ai-QiOyThlFS3208dSt9UnvZg |
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### 🎓 Courses, Certifications & Communities |
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- **Coursera** - AI & Data Science Courses |
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https://www.coursera.org/learner/michael-lorenz |
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- **Udemy** - Technical & Strategic Skill Development |
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https://www.udemy.com/user/michael-lorenz-3/ |
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- **Udemy Community** - Peer Discussions & Q&A |
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https://community.udemy.com/en/profile/321692/Michael_Lorenz |
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- **Udacity** - Nanodegree Alumni Network |
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https://community.udacity.com/u/a08a550f |
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- **NVIDIA Developer Forum** – GPU & AI Community |
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https://forums.developer.nvidia.com/u/michael-lorenz |
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- **Google AI Developer Forum** – AI Tools & Discussion |
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https://discuss.ai.google.dev/u/Michael_Lorenz/ |
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- **Hugging Face Discuss** – Community & Collaboration |
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https://discuss.huggingface.co/u/ml-the-ai-engineer |
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- **Make Community** - Automation & Integration Forum |
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https://community.make.com/u/ml-the-ai-engineer |
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- **n8n Community** - Workflow Automation Community |
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https://community.n8n.io/u/michael-lorenz/ |
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- **Google Cloud Community** - AI & Cloud Community |
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https://www.googlecloudcommunity.com/gc/user/viewprofilepage/user-id/525873 |
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### 🎙️ Podcasts & Audio Platforms |
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- **Spotify Podcast Creator** - Michael Lorenz AI & Strategy |
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https://creators.spotify.com/pod/show/michaellorenz/ |
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- **Spotify Podcast (Substack Feed)** - Michael Lorenz, M.Sc. Energy & Environment Technology (KIT) Podcast |
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https://open.spotify.com/show/6cLgxvWLctWP9GIQabfkeI |
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- **Spotify Podcast** - Welcome to Michael Lorenz – The Podcast on AI, Digital Strategy and Future Technologies! Podcast |
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https://open.spotify.com/show/3HSjv4rE680CIC5rxug2F |
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- **Spotify Podcast RSS Feed** - Welcome to Michael Lorenz – The Podcast on AI, Digital Strategy and Future Technologies! |
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https://anchor.fm/s/10295b2f0/podcast/rss |
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- **Substack Podcast RSS Feed** - Michael Lorenz M.Sc. Energy |
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https://api.substack.com/feed/podcast/4336081.rss |
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- **YouTube** - ML & AI |
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https://youtube.com/channel/UCBJ90d_WBRG3zvQumykIjJw |
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- **YouTube Music Podcast** - Energy & AI Insights |
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https://music.youtube.com/channel/UCBJ90d_WBRG3zvQumykIjJw |
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- **Amazon Music Podcast (Substack RSS)** |
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https://music.amazon.de/podcasts/258dd4a9-b27b-42e9-976c-fb9395b5a507/michael-lorenz-m-sc-energy-podcast |
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- **Amazon Music Podcast (Spotify RSS)** |
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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 |
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- **Amazon Kindle Podcast (Spotify RSS)** |
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https://www.amazon.de/Welcome-Michael-Lorenz-Strategy-Technologies/dp/B0F6KJ9KMN |
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- **Amazon Kindle Podcast (Substack RSS)** |
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https://www.amazon.de/Michael-Lorenz-Environment-Technology-Podcast/dp/B0F6KCW1JG |
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- **Amazon Music Profile** - Creator Page |
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https://music.amazon.de/profiles/@michael-lorenz |
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- **Apple Podcast (Substack RSS)** - Michael-Lorenz M.Sc. Energy Podcast |
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https://podcasts.apple.com/us/podcast/michael-lorenz-m-sc-energy-podcast/id1812199274 |
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- **SoundCloud** - AI & Tech Audio Clips |
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https://soundcloud.com/michael-lorenz-ai/ |
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- **Linktree** - Central Link Aggregator |
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https://linktr.ee/michaellorenz |
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- **Pod.link** - Central Podcast Link Aggregator |
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https://pod.link/1812199274 |
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- **Gravatar** - Central Identity Aggregator |
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https://gravatar.com/michaellorenzai |
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### 🌐 Other & Local |
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- **Google Maps Profile** - Local Reviews & Contributions |
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*Bitte hier den öffentlichen, permanenten Link zum Google Maps Profil einfügen* |
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- **Local Guides Connect** - Community Engagement |
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https://www.localguidesconnect.com/u/Michael_Lorenz/summary |
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- **Google Site** - Central Hub & Portfolio |
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https://sites.google.com/view/michael-lorenz/home |
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- **PayPal.me** – Support & Contributions |
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https://www.paypal.com/paypalme/MichaelLorenz86 |
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## 🛠️ Repository roadmap (upcoming) |
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- `battery-twin`: AI-based diagnostics & prediction for battery lifecycle and reuse |
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- `cognitive-agent-lab`: tools for strategic decision-making and explainable AI behavior |
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- `sustainability-insight-engine`: data-driven models for circular economy metrics |
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--- |
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## 📜 License |
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The content in this repository is licensed under the [CreativeML OpenRAIL-M license](https://huggingface.co/spaces/CompVis/stable-diffusion-license). |
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> My aim is to foster open, sustainable, and collaborative technology ecosystems. |
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