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ML-The-AI-Engineer/
Michael-Lorenz

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

Welcome to the official HuggingFace 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.

Michael Lorenz Steategic AI Engineer

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.

Michael Lorenz Crunchbase Global Rank 125 Proof (01/2026)

Global Rank #125 (13th Jan 2026) – Ahead of legacy benchmarks like Jeff Bezos (#227) and Elon Musk (#502).

Strategic Insight: This ranking is not a measure of net worth, but of Algorithmic Momentum and Signal Density. It demonstrates how the "Digital Identity Corpus" strategy (structured metadata & high-velocity activity) can outperform static capital in modern relevance engines.

🏆 Verify Data: Kaggle Dataset: Digital ID Optimization & Crunchbase Global Top 125

🔗 Connect with me across platforms

🧑‍💻 Professional & Technical Profiles

Crunchbase - Ranked Global Top 350 in Tech, Startup & Venture Capital Profile
https://www.crunchbase.com/person/michael-lorenz-6fb0
GitHub - AI Engineering Projects & Digital Twin Concepts
https://github.com/MICHAEL-L0RENZ
GitHub - Organization
https://github.com/ML-The-AI-Engineer
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
Lovable – Vibe Coding, Building Fast, Shipping World Class
https://lovable.dev/@michaellorenz
Lovable Product Michael Lorenz – Portfolio Page
https://lovable.dev/products/michaellorenz
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
Harvard Dataverse - R&D Publications
https://dataverse.harvard.edu/dataverse/michaellorenz
FigShare - R&D Publications
https://figshare.com/authors/Michael_Lorenz/22965043
Open Science Framework (OSF) - R&D Publications and Scientific Data Management
https://osf.io/wnxq9/
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 initial 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
Digital Identity Corpus (v1.1.1)
- This latest repository, published as a citable dataset to ensure long-term preservation and discoverability.
- DOI: 10.6084/m9.figshare.31151740
HuggingFace Dataset on AI Engineering
- Zenodo Record: records/15727261
Software Heritage Archive
- GitHub Digital Identity: MICHAEL-L0RENZ/michael-lorenz-ai-engineer
- GitLab Digital Identity: michael-lorenz/michael-lorenz.gitlab.io
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
Lovable Batery Lab - Expand Battery Knowledge Interactively
https://lovable.dev/products/battery-lab
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
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

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

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

ML-The-AI-Engineer/Michael-Lorenz