--- 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. --- ## πŸ”— Connect with me across platforms ### πŸ§‘β€πŸ’» 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 ### πŸ“£ 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 --- ## πŸ“ 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) --- ### πŸ€– 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 ### πŸŽ“ 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 ### πŸŽ™οΈ 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 ΓΆffentlichen, permanenten Link zum Google Maps Profil einfΓΌgen* - **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 --- ## πŸ› οΈ 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 --- ## πŸ“œ 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.