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Micron

Works

Sr. Data Scientist Jan 2022 - Present


skill
  • Team
    • Smart Manufacturing and AI
  • Key Highlights
    • Developed well defined master data referred by planning and operations applications with mappings between the datasets . A single source of truth solution to save manual data input and maintenance time by 80%
    • Optimize knobs in fab status using RL agents that recommend weight values for factors to maximize wafer movements while satisfying step move target and minimizing queue time by 50%.
  • Hands-on Tech Stack
    • Google Cloud Platform (GCS,BigQuery)
    • Python and SQL
    • Micron's Internal Tools Stack
    • Reinforcement learning (PPO algo and DeepSim)
© 2023 Pranav Arora.