I’m a Senior AI Engineer specializing in production-grade AI systems for real business operations. My expertise includes LLM integration, RAG architectures, agentic workflows, AI automation, prompt and model evaluation, API integration, vector search, backend systems, cloud deployment, observability, and AI security. I build end-to-end solutions from data ingestion and retrieval to agent orchestration, human approval workflows, monitoring, and production deployment. I help companies automate complex processes, modernize existing software, and integrate reliable AI capabilities into their products and internal systems

@Shahabaz Sz and others!! I've approached your question/script on the audio wave ring a little different and left some notes for you guys to check out also! If anyone has any other idea on how to approach it, let me know :)

Hey everyone! 👋 I've been working on a small private bird aviary design and wanted to share the concept with the community. To explore the geometry and structural form, I tried testing two different Grasshopper methods. I'm sharing the Gh definition attached below . I'd love to get your thoughts, feedback, or suggestions on how to refine the parametric workflow or optimize the data structure for this scale! Let me know what you think! 🙌

Hello! I recently came across Cameron Wu’s studies in Lines of Development, and I found them really interesting. I’m trying to replicate some of the processes so I can understand them better and experiment further with ruled surfaces. From what I understand, some of the studies start with a cone/hyperboloid and generate a ruled surface that somehow wraps around it while remaining tangent to it. The same idea is then extended to multiple objects, creating continuous ruled surfaces that connect or transition between them. The only method I’ve managed to figure out so far is essentially working in 2D: contouring the geometries, getting circles/sections, drawing tangent lines between corresponding sections, extracting the overall curves, and then lofting those together. It works for something simple, but I don’t think it would be practical once the geometry becomes more complicated or when several objects are involved. I feel like there must be a more direct 3D approach, possibly by taking points on the surfaces, creating perpendicular/local planes at those points, and somehow finding the tangent ruling lines between the geometries. Has anyone experimented with something similar in Rhino/Grasshopper, or knows a good way to construct these tangent ruled surfaces directly in 3D? Any pointers on the geometry or Grasshopper approach would be really appreciated!