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Vision & Focus

My focus has evolved from core computing fundamentals to architecting scalable, high-impact data solutions. My current technical vision centers on:

  • Generative AI & Agents: Architecting production-ready RAG systems and autonomous agentic workflows using open standards (Hugging Face, LangChain).
  • Lakehouse & Knowledge Graphs: Transitioning to unified Lakehouse architectures and leveraging Graph technologies to power semantic search and complex reasoning.
  • Engineering Excellence: Promoting high-quality coding standards, reusable Python patterns, and cloud-native architectures (Platform Engineering).