Blog
Technical notes on Web3, AI systems, and building things.
posts 3
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Finding Edge in Prediction Markets
How I approach probability estimation and order placement on Polymarket using on-chain data and LLM-assisted event modeling.
web3tradingllm - read →
Edge Inference Without the Cloud Round-Trip
Lessons from deploying computer vision models on Panasonic i-PRO cameras: latency targets, model compression, and what breaks at the edge.
edge-aicvembedded - read →
Building a Multi-Agent RAG System Inside Obsidian
Architecture notes on an Obsidian plugin that orchestrates specialist agents over a personal knowledge base with dual-layer memory.
agentsragobsidianclaude