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Resume (English only)
Academic Achievements
Published CRISPR off-target and guide design paper in Nature Biomedical Engineering
Earlier on-target CRISPR work published in Nature Biotechnology
Numerous publications in top venues: NeurIPS, ICML, ICLR, ECCV, AISTATS, etc.
Key contributions include Probabilistic Neural Architecture Search, Weighted Meta-Learning, Dataset Dynamics via Gradient Flows, and Probabilistic Matrix Factorization for AutoML
Frequent collaborator with Jennifer Listgarten and others in computational biology and ML
Background
General Manager/Partner Research Manager at Microsoft Research in Cambridge, MA
Expertise at the intersection of artificial intelligence and life sciences
Leads multidisciplinary teams focusing on generative AI for scientific discovery
Pioneer in automated machine learning (AutoML) and data-centric AI
Developed predictive models for CRISPR/Cas9 gene editing and novel statistical genetics methods