๐ OG iOS Developer since day one. Today, I channel that expertise into building intelligent systemsโengineering complex AI workflows, autonomous agents, and highly optimized, scalable architectures.
I'm currently building out a modular architecture that rethinks personal data retrieval and local AI interactions, heavily leveraging Agentic workflows:
- bdh-graph-harness: A graph-based retrieval system for Obsidian vaults exploring Hebbian synaptic plasticity. Experimenting with associative memory models to push RAG beyond standard vector embeddings.
- bdh-hermes-bridge: The communication and routing layer for the BDH ecosystem. It acts as the backbone for Hermes Agent, enabling advanced function calling and allowing autonomous execution of complex, distributed tasks using local LLMs.
- Core Engineering: Swift, Python, JavaScript, Trypescript, Ruby
- AI & Local LLMs: MLX, Ollama, LangChain, Llama models, Qwen
- Data & Retrieval: ChromaDB, Graph Databases, Advanced RAG
- Systems: Agentic Workflows (Hermes), Distributed Architectures, Bitcoin Lightning
- Agentic Workflows: Orchestrating autonomous tasks with Hermes models and local LLMs (Gemma4, Qwen, and more).
- Advanced RAG: Bridging graph databases with associative memory paradigms.
- Bitcoin & Lightning: The intersection of decentralized money and distributed tech.


