Ching Fang

Research Scientist at Goodfire

San Francisco, California, United States
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Summary

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Senior
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Top School
Ching Fang is a research scientist at Goodfire AI with nine years of experience at the intersection of AI and neuroscience, focusing on mechanistic interpretability to make scientific models more transparent and to accelerate discovery. With a PhD from Columbia's Center for Theoretical Neuroscience and a postdoc at Harvard, Ching has applied representation-geometry insights to deep RL and episodic memory models in the hippocampus, bridging theoretical neuroscience and practical ML. Prior industry experience includes an ML research internship at Apple on multimodal foundation models for biosignals, and earlier work on brain–machine interfaces at UC Berkeley. Colleagues know Ching for translating abstract geometric intuitions about representations into concrete interpretability experiments—an unusual blend of mathematical rigor and hands-on model probing. Based in San Francisco, Ching combines academic depth with product-minded research aimed at making large models intelligible and scientifically useful.
code9 years of coding experience
job8 years of employment as a software developer
bookBachelor of Arts - BA Computer Science, Bachelor of Arts - BA Computer Science at University of California, Berkeley
bookDoctor of Philosophy - PhD Neuroscience, Doctor of Philosophy - PhD Neuroscience at Columbia University
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Stackoverflow

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Github Skills (16)

documentation9
kafka9
extensible8
sdk8
pypi8
get-started7
python7
open-source7
spark6
data-science5
automation5
flyte4
mlops4
javascript3
java3

Programming languages (3)

JavaHTMLPython

Github contributions (5)

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chinghongfang/astraea

Sep 2021 - Aug 2023

a collection of tools used to balance Kafka data
Contributions:4 PRs, 325 pushes, 187 branches in 1 year 11 months
kafkasinkapache-kafkabalance
coding101 project
Contributions:1 PR, 8 pushes in 8 months
javajavascriptcpp
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Ching Fang - Research Scientist at Goodfire