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Project Title: Workstation performance acceleration with AI-driven root cause analysis tool to bridge human insight with machine learning
Project Description: To maintain Micron's technological leadership, speed to root cause analysis and solution is essential. This project focuses on developing an AI-driven root cause analysis tool that automates the diagnosis of process and hardware-related issues—transforming raw incident data into actionable insights.
In this project, an AI-driven tool will be developed intelligently dissect incident data into Pareto buckets, providing clear direction for engineering teams to address chronic failures. It will leverage AI and machine learning to interpret human-written inputs from the Equipment Tracking Interface (ETI), validate incidents via integration with Microsoft Teams, and analyze historical data to uncover recurring failure patterns.
Students will be involved in both AI model simulation and validation, as well as hands-on tool-side investigations where issues originate. This cross-functional effort spans production, hardware, process, and planning teams—offering the opportunity to work across the full spectrum of semiconductor operations experts
Scope: Explore and train AI models to dissect ETI big data inputs from multiple source (Tool alarm, Fault Detection, SPC) and understand human verbiage in ETI logs. Integrate ETI with Teams for incident validation. Identify and analyze chronic failure patterns with correlation study to uncover opportunities to accelerate workstation performance.
Deliverable: AI Model to interpret human-written incident logs from the Equipment Tracking Interface (ETI), link ETI to Microsoft Teams for incident validation, and perform data analytics to uncover patterns in chronic failures.
Impact of Project: 12 man-hours per week productivity improvement, eliminate gaps in incident validation, accelerate learning cycles by 2–3 weeks per chronic issues
.Skillset Require: Problem-solving and critical thinking, data analytics, programming; Bonus: Familiar with NLP / Automation workflows
Course of interests: Data analytics related courses, i.e., Engineering,, Data Science, Computer Science

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

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Intern - PEE CVD