Ori Kronfeld
Research Engineer at Independent Consultant
Israel
Summary
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Rockstar🎓
Top SchoolOri Kronfeld is a research engineer and MSc EE who builds end-to-end machine learning solutions, currently driving development of SCVI-Tools for single-cell omics at the Weizmann Institute. With a background spanning VLSI analog design to algorithm development in healthcare, finance, IoT and defense, he translates raw data into production-ready generative and predictive models. His work includes disease diagnostics from mass-spectrometry, PPG-based blood estimates, and high-throughput single-cell modeling, reflecting a strong applied ML focus in life sciences. An independent consultant since 2016, he combines academic rigor from Technion with practical product delivery and open-source stewardship as SCVI-Tools maintainer. Notably, he moved from analog flash-memory engineering to leading a top Python toolkit for single-cell analysis, demonstrating rare cross-domain agility.
1 year of coding experience
14 years of employment as a software developer
MSc Electrical Engineering, MSc Electrical Engineering at Technion - Israel Institute of Technology
English, Hebrew
Github Skills (51)
single-cell-genomics10
hierarchical10
mixture-of-experts10
variational-autoencoder10
temporal-data10
topological-data-analysis10
autoencoder10
tsne10
density-estimation10
deep-learning10
single-cell-analysis10
probabilistic10
python9
recall9
jupyter-notebook9
Programming languages (3)
Github contributions (5)
ori-kron-wis/cellxgene-census
Aug 2024 - Jan 2025
CZ CELLxGENE Discover Census
Contributions:3 pushes in 5 months
LArnoldt/scvi-tools-1
Feb 2025 - Feb 2025
Deep probabilistic analysis of single-cell and spatial omics data
Contributions:4 pushes in 2 days
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