Surya Teja Bandlamudi

About Surya Teja Bandlamudi

Senior AI Research Engineer specializing in architecting ML systems that drive business…

Experience

1. Senior Ai Research Engineer

   Micron Technology

   Feb 2023 — Present · San Jose, CA, US

   Revolutionizing semiconductor design and verification through pioneering AI applications, setting new foundations for future business success- Led cross-functional initiatives across ML, hardware design, verification, and EDA vendor teams to establish next-generation semiconductor design methodologies- Developed industry-first ML solutions for Verilog(RTL) designs using Temporal Graph Neural Networks (TGNN), creating a proxy simulator that dramatically accelerates coverage prediction and verification workflows- Led breakthrough initiatives in code coverage acceleration for hardware verification, combining advanced EDA toolflows with statistical ML and RL methodologies to achieve unprecedented coverage improvements- Architected and deployed an ML feature store managing coverage and graph data, enabling seamless collaboration across ML engineering teams- Pioneered industry\'s first GNN-based solution for predicting Power, Performance, and Area (PPA) metrics of SystemC (HLS) designs, revolutionizing traditional hardware design optimization through data-driven decision making- Engineered automated systems for extracting and processing verification data from EDA vendor tools, scaling ML model development across design workflows

Education

• VNR Vignanajyothi Institute of Engineering & Technology

  Bachelor of Technology - BTech

• University at Buffalo

  Master's degree