AI Makerspace

We support rapid prototyping of scalable user-centered AI applications. 🤝

Advances in innovation of AI tools and technologies enable us to solve problems faster, easier, and more effectively. As the technologies grow in complexity and diversity, we experience a growing need for guiding innovation teams through rapid prototyping, scaling and user-centred development.

The code templates and use case examples provided in this repository are intended to guide development of AI applications. It is a support for cross-functional innovation teams throughout their journey in AI Design Thinking, Lean AI Engineering, Explainable AI (XAI), Responsible and Ethical AI, as well as User Experience (UX) of machine learning products.

In addition, we are on an exciting journey to develop scalable coaching solutions through our 🚀 Agentic AI Coaching project 🚀, and we warmly invite you to contribute and be a part of this initiative.

:octocat: Each folder of our GitHub repository is self-explanatory for using the blueprint templates of selected technologies and AI use cases. Here is the list of some of the tools, platforms, and applications that we have explored:

Platforms

1. HuggingFace
2. GKE-Autopilot
3. Heroku
4. CloudRun
5. VertexAI
6. FastAPI
7. Cloudflare Workers
8. AWS SageMaker
9. Tableau
10. Claude Code
11. Claudeflare

Tools and Frameworks

1. MCP
2. CrewAI for building multi-agent systems
3. Open Source LLM
4. OpenAI GPT
5. Streamlit
6. Gradio
7. PyCaret
8. Data Version Control
9. Docker
10. Assembly AI
11. PyTorch
12. TensorFlow
13. Flask
14. Microservices
15. Agno for building multi-modal agents
16. Model Context Protocol

Applications

1. Agentic AI Coaching
2. Rapid Prototyping Agent: Tool Research and Use Case Coding Assistant
3. Retrieval-Augmented Generation (RAG)
4. 3D Maps, AR & 3D Geo AI interactive applications
5. Chatbot
6. Emotion detection
7. Offensive speech detection
8. Keyword extraction
9. PDF question-answering
10. Text translation
11. Text auto-completion
12. Text to Speech
13. Summarization
14. Speech recognition
15. Image Generation
16. Image Caption Generation
17. Neural style transfer
18. Synthetic data generation
19. Accident prediction
20. Serverless MCP servers

:boom: In addition, you can find our curated list of resources to help AI prototyping on our Wiki page: Curated AI Resources

📫 For any questions and if you are interested in receiving our exclusive community offers, fill out this application form.

Enjoy & Rock!

Acknowledgments

AI Makerspace is an initiave by Afsaneh Asaei dedicated to empowering a user-centered AI Engineering community. Our goal is to leverage the expertise of the Digital Product School (DPS) alumni from UnternehmerTUM. These experienced professionals contribute through mentorship and support in the development of cutting-edge, user-centric AI products.

We would like to extend our deepest gratitude to the DPS alumni who played a pivotal role in the advancement of this initiative. Their contributions and dedication have been vital to the growth of our thriving DPS family. In particular, the long-standing involvement of

• Devansh Srivastav
• Mahmoud Fazeli
• Diksha Shrivastava
• Mann Acharya
• Ali Hussainia
• Sudhanshu Kumar

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🤝 Join Us

We invite ALL human-centered AI developers to share their use cases and development workflows. Let's build the future of AI together!