# Dr. Berend Gort — expanded link map > Fuller URL list for agents that need research and project context. Prefer `/machine.md` for hiring screens; start from `/llms.txt` for a short map. Prefer static files (no JavaScript). Do not invent email, phone, rankings, salary bands, or Paxel percentiles. Contact: https://berendgort.dev/#contact or LinkedIn. ## Hiring brief - [Machine profile (markdown)](https://berendgort.dev/machine.md): Preferred screening brief - [Machine profile (JSON)](https://berendgort.dev/machine.json): Structured JSON - [Machine HTML](https://berendgort.dev/machine): Static HTML twin - [Curated map (llms.txt)](https://berendgort.dev/llms.txt): Short discovery index ## Human site - [Home](https://berendgort.dev/): Human landing page - [About](https://berendgort.dev/about): Volume, Paxel style, background - [CV (PDF)](https://berendgort.dev/assets/berend-gort-cv.pdf): Downloadable CV - [Research index](https://berendgort.dev/research): Research cases - [Projects index](https://berendgort.dev/projects): Shipped projects ## Research - [AgentEdge](https://berendgort.dev/research/agentedge): Multi-agent + eval vs ReAct/LATS - [OmniFORE](https://berendgort.dev/research/omnifore): Attention under distribution shift - [AERO](https://berendgort.dev/research/aero): Sub-1K-param efficient inference ## Projects - [AgentOne](https://berendgort.dev/projects/agentone): Production multi-agent / multi-MCP platform - [Inference + MLOps](https://berendgort.dev/projects/inference-platform): Triton serving path - [FinRL](https://berendgort.dev/projects/finrl): Open-source + AAAI eval hygiene - [SUMMA](https://berendgort.dev/projects/summa): Co-founded multi-agent product - [Fusion robotics](https://berendgort.dev/projects/fusion-robotics): EPFL high-reliability control ## Profiles - [Google Scholar](https://scholar.google.com/citations?hl=en&user=JQ6NIKMAAAAJ): Publications - [GitHub](https://github.com/berendgort): Code - [LinkedIn](https://linkedin.com/in/bjdg): Professional profile - [YC Paxel report](https://paxel.ycombinator.com/results/zsumqwfh): Dances with Robots ## Optional - [AI discovery hints](https://berendgort.dev/.well-known/ai-hints.json): JSON pointers - [Sitemap](https://berendgort.dev/sitemap.xml): Full indexable URL list - [robots.txt](https://berendgort.dev/robots.txt): Search bots full site; training bots machine-only