Swanand Kadhe Email & Phone Number | -- Working on large language models (LLMs) with a focus on data processing for pre-training and fine-tuning for safety -- Experienced in federated learning and distributed deep learning, with a focus on developing machine learning algorithms for preserving data privacy, ensuring robustness against adversarial and trojan attacks, and providing resilience against straggling machines and failures -- 10+ years of research and development experience in interdisciplinary areas including distributed storage and computing systems, blockchains, information theory, signal processing, and digital communications -- 50+ research publications in top-tier AI/ML conferences, journals and workshops, and multiple US patents

Swanand Kadhe

-- Working on large language models (LLMs) with a focus on data processing for pre-training and fine...
San Francisco, California, United States

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Swanand Kadhe’s Location San Francisco, California, United States

Swanand Kadhe’s Current Industry Ibm

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Senior Research Scientist

2022-09-01 00:00:00 - Present

Postdoctoral Researcher

2018-01-01 00:00:00 - 2021-10-01 00:00:00

Research Assistant

2012-08-01 00:00:00 - 2017-12-01 00:00:00

Visiting Researcher

2017-10-01 00:00:00 - 2017-11-01 00:00:00

Visiting Researcher

2014-07-01 00:00:00 - 2014-07-01 00:00:00

Summer Intern

2013-07-01 00:00:00 - 2013-09-01 00:00:00

Researcher

2009-08-01 00:00:00 - 2012-07-01 00:00:00

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Swanand Kadhe is a -- Working on large language models (LLMs) with a focus on data processing for pre-training and fine-tuning for safety -- Experienced in federated learning and distributed deep learning, with a focus on developing machine learning algorithms for preserving data privacy, ensuring robustness against adversarial and trojan attacks, and providing resilience against straggling machines and failures -- 10+ years of research and development experience in interdisciplinary areas including distributed storage and computing systems, blockchains, information theory, signal processing, and digital communications -- 50+ research publications in top-tier AI/ML conferences, journals and workshops, and multiple US patents

Swanand Kadhe has prior
experience in the following industries:
University Of California Berkeley | Texas A And M University | Duke University | Nokia Bell Labs | The Chinese University Of Hong Kong | Innovation Labs Tcs

Swanand Kadhe has the following professional experience:
Ibm | University Of California Berkeley | Texas A And M University | Duke University | Nokia Bell Labs | The Chinese University Of Hong Kong | Innovation Labs Tcs