Praveen Ghanta
Senior Software Architect - Ml Ai @Synopsys Inc
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WORK HISTORY
Senior Software Architect - Ml Ai @Synopsys Inc
Sunnyvale, CA, US
Working on applying Machine Learning/Artificial Intelligence algorithms for Breakthrough Performance and Accuracy improvements in Digital Design Signoff and Implementation Software in advanced Technology nodes. Programming in C/C++, Python, Tcl.
EDUCATION
National Institute of Technology Warangal
B.Tech, Electrical Engineering
University of Minnesota
MS, Electrical Engineering
Arizona State University
PhD, Electrical Engineering
SKILLS
ABOUT PRAVEEN GHANTA
As a Senior Software Architect - ML/AI at Synopsys, I leverage my PhD in Electrical Engineering and 18+ years of industry experience to develop and apply machine learning and artificial intelligence algorithms for digital design sign-off and implementation software tools. These software tools are essential for designing electronics chips at advanced technology nodes, and are used by the vast majority of chip design companies in the world.I have strong expertise and research interest in the statistical/machine/deep learning of large-scale graphs and circuits, and I have contributed to the industrial advancement of statistical static timing analysis, variation-aware IP library characterization, and yield analysis. I design and develop ML/AI/Graph software and algorithms in C/C++ and Python, and have worked on statistical performance modeling, analysis, and data mining of graphical models with hundreds of millions of nodes. I am passionate about solving challenging problems and creating innovative solutions that enable faster and better chip design.
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