Ashwin Pathak
Machine Learning Engineer at Apple
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolAshwin Pathak is a Machine Learning Engineer with a decade of experience applying NLP, CV and generative models to real-world products, currently based in the San Francisco Bay Area. He has delivered production ML at scale for Trust & Safety—using contrastive learning, active learning and retrieval-augmented generation—to measurably improve action rates on misinformation tasks. A Georgia Tech MS in Computer Science with a ML specialization complements a strong engineering foundation from IIIT Hyderabad and multiple production roles at Amazon and TikTok. His background spans research and product: from AR and novel-view synthesis to clinically oriented ARDS detection and unsupervised conversation summarization. Equally comfortable writing Java/Python/C++ services and deploying deep models, he excels at breaking complex problems into modular, production-ready systems while cutting annotation costs via targeted active learning. Colleagues would note his rare blend of hands-on ML research and full-stack production experience that accelerates model impact.
10 years of coding experience
6 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Georgia Institute of TechnologyBachelor's degree Computer science and engineering, Bachelor's degree Computer science and engineering at International Institute of Information Technology Hyderabad (IIITH)PCM, PCM at vijayvergiya bal vidyalaya
Hindi, English
Github Skills (28)
algorithms10
scipy10
python10
scientific-computing10
computer-vision9
sampling7
convolution7
numba6
numerics6
root-finding6
linear-algebra6
mpi6
interpolation6
ndarray6
blas6
Programming languages (4)
Github contributions (5)
ashwinpathak20/ashwinpathak20.github.io
May 2017 - Aug 2022
Contributions:197 commits, 262 pushes, 1 branch in 5 years 4 months
ashwinpathak20/scipy
Feb 2017 - Aug 2017
Scipy library main repository
Contributions:1 PR, 50 pushes, 20 branches in 6 months
scipypython
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