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[edit] Remove NeurIPS 2025 reference from TxPert entry
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index.md

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@@ -17,7 +17,7 @@ Foundation models • Representation/self‑supervised learning • Multi‑moda
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**Senior Machine Learning Scientist — Valence Labs @ Recursion Pharmaceuticals**
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London, UK • Oct 2024 – Present
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- **Virtual Cell initiative:** Fine‑tune multi‑modal LLMs over **knowledge graphs + text + RNA‑seq + phenotypic imaging** to model cell state and predict gene/drug responses; partnered closely with biology to design benchmark tasks and success metrics.
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- **TxPert (NeurIPS 2025):** Co‑developed a **state‑of‑the‑art transcriptomic perturbation predictor** using systems‑biology KGs; contributed training code, data curation, and ablations.
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- **TxPert:** Co‑developed a **state‑of‑the‑art transcriptomic perturbation predictor** using systems‑biology KGs; contributed training code, data curation, and ablations.
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- **Boltz2 project:** Contributed to proteome‑scale **virtual drug screening** components; supported evaluation strategy and error analysis across targets.
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- **Community:** Organiser, **Virtual Cell Journal Club**; fostered reading group bridging ML and wet‑lab teams.
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