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Persona

Dr. Hana Kobayashi

Research Scientist (ML / Biotech / Materials)

B2B end-user

PhD research scientist at a corporate R&D lab, lives in Jupyter + arXiv + internal toolchains, publishes occasionally, hates 'AI for scientists' tools that don't reproduce results, deeply skeptical of vendor demos that confuse benchmarks with science.

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