Ashwini Pokle
Research Scientist at Google
Mountain View, California, United States
Summary
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SeniorAshwini Pokle is a research scientist based in Mountain View with 11 years of experience focused on improving the training and sampling efficiency of generative models. Now at Google, she blends rigorous research with practical ML engineering to accelerate model development and deployment. Her background as a graduate student in machine learning underpins a strong foundation in probabilistic modeling and optimization techniques. Colleagues know her for translating theoretical insights into measurable efficiency gains in large-scale experiments. She brings a research-first mindset to production problems, often uncovering subtle trade-offs between sample quality and computational cost.
11 years of coding experience
Github Skills (43)
image-processing9
robotics9
computer-vision8
python8
artificial-intelligence8
pytorch8
region7
machine-learning7
deep-learning7
actor-critic7
proximal-policy-optimization6
neural-network6
generative6
mujoco6
approximation5
Programming languages (1)
Github contributions (5)
ashwinipokle/ashwinipokle.github.io
Sep 2017 - Mar 2025
Contributions:145 pushes, 2 branches in 7 years 6 months
ashwinipokle/deq-ddim
Sep 2021 - Oct 2022
Contributions:25 commits, 25 pushes, 1 branch in 1 year 1 month
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