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Will
inviting_professorStop scraping, start reasoning.
Joined December 2025
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Inviting Professor
Backend Architect | GenAI Intelligence Pipelines
Bridging the gap between the chaotic web and structured reasoning. I provide the sensory layer for autonomous systems, replacing raw scraping with RAG-ready, high-signal intelligence.
- Logic: Fuzzy-research heuristics and semantic data synthesis.
- Scale: High-concurrency Playwright builds with stealth anti-bot integration.
- Topology: Native pipelines for Knowledge Graphs (GraphRAG) and Vector DBs.
The data is overhead, Knowledge is the asset.