Yi Yang Email & Phone Number
Who is Yi Yang? Overview
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Yi Yang is listed as Data Scientist at Google, a company with 315106 employees, based in Palo Alto, California, United States. AeroLeads shows a matched LinkedIn profile for Yi Yang.
Yi Yang previously worked as Machine Learning Engineer Intern at Paii and Software Engineer (ML Security and Infrastructure) at Nesa.Ai. Yi Yang holds Doctor Of Philosophy - Phd, Earth System Science, 4.0/4.0 from University Of Illinois Urbana-Champaign.
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About Yi Yang
Computational modeling PhD possessing a robust quantitative background and a proven track record of problem-solving. I am keen to harness the insights of physical modeling and ML techniques to address real-world challenges.
Yi Yang's current company
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Yi Yang work experience
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Machine Learning Engineer Intern
Current- Developing vision-language models for remote sensing imagery interpretation
- Survey and test the performance of SOTA VLMs on remote sensing image interpretation
- Design, train, and test the multimodal projection layer to connect remote sensing embeddings with LLMs; Implement the full modeling pipeline of Q-former following the BLIP2 framework.
- Develop an image-text benchmark dataset for remote sensing combining domain knowledge and AI tools.
Software Engineer (Ml Security And Infrastructure)
CurrentBuilding security pipelines for decentralized LLM inference
Graduate Researcher
- Computational modeling of land-atmosphere interactions: Combining domain knowledge and numerical analysis, developed a framework to selectively reduce the complexity and improve the efficiency of physical models of.
- Model-data integration: Constrained land surface models using remote sensing data to improve simulation accuracy and applied it at large scales using supercomputers.
- Satellite precipitation estimation using convolutional neural network: Co-led experiment design and implemented CNN and Conv-LSTM in TensorFlow and improved accuracy than previous work.
- Intensive fieldwork: Led a team of students and techs to build a soil water observation network from scratch in 40 agricultural fields in Illinois ($200,000 project) for scientific communities and built statistical.
Teaching Assistant
· Led discussion sessions and graded student homework and exams in an undergraduate course in Watershed Hydrology.
Yi Yang education
Doctor Of Philosophy - Phd, Earth System Science, 4.0/4.0
Bachelor'S Degree, Hydraulic Engineering, 92/100 (Ranked Top 5%)
Bachelor'S Degree, Economics
Frequently asked questions about Yi Yang
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What company does Yi Yang work for?
Yi Yang works for Google.
What is Yi Yang's role at Google?
Yi Yang is listed as Data Scientist at Google.
Where is Yi Yang based?
Yi Yang is based in Palo Alto, California, United States while working with Google.
What companies has Yi Yang worked for?
Yi Yang has worked for Google, Paii, Nesa.Ai, and University Of Illinois Urbana-Champaign.
How can I contact Yi Yang?
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What schools did Yi Yang attend?
Yi Yang holds Doctor Of Philosophy - Phd, Earth System Science, 4.0/4.0 from University Of Illinois Urbana-Champaign.
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