The AI Augmented Process Engineer: From Excel Hell to Algorithmic Innovation
Format:
Paperback
En stock
0.26 kg
Sí
Nuevo
Amazon
USA
- HEADLINE: Transition from Data Routine to Engineering Excellence It’s 4:00 PM. You’ve spent hours formatting Excel spreadsheets, troubleshooting broken VLOOKUPs, and managing pivot tables. Meanwhile, the process improvement you were hired to implement remains unaddressed. Does this scenario sound familiar? In today’s manufacturing environment, technical proficiency is essential—but alone, it’s not enough. You are expected to analyze millions of data points, maintain impeccable documentation, and communicate complex risks to management—all while ensuring continuous production. Traditional tools like logbooks and spreadsheets are no longer sufficient. The AI-Augmented Process Engineer is your comprehensive guide to succeed and excel in this evolving landscape. Authored by Senior Process Engineer Haddish Redahegn (formerly of Intel Corporation), this book is not a theoretical treatise on machine learning. It is a practical, "no-code" manual designed for the manufacturing floor. It demonstrates how to leverage tools like ChatGPT, Claude, and Python to automate routine tasks, allowing you to focus on high-impact problem-solving. Within this book, you will learn to maximize the "Return on Intelligence": Break Free from Excel Limitations: Discover the "Hybrid Approach" to generate Python scripts capable of cleaning large datasets, visualizing yield trends, and automating reports—all in seconds, without writing code. Master the R-C-A Prompt Framework: Use the Role-Context-Action methodology to produce ISO-compliant Standard Operating Procedures, Work Instructions, and Safety Checklists that are actually utilized by operators. Employ the Socratic Interrogator: Overcome confirmation bias in Root Cause Analysis (RCA). Use AI to challenge assumptions, develop comprehensive Fishbone diagrams, and validate hypotheses before making costly decisions. Drive Algorithmic Innovation: Reach an "optimization wall"? Apply AI-driven TRIZ principles and Design of Experiments (DOE) to resolve technical contradictions that standard troubleshooting cannot address. Advance Your Career: Manage office politics with strategies like the "Angry Email Sanitizer," and translate complex technical data into executive summaries that inform strategic decision-making. Prioritize Data Security: Concerned about intellectual property? This book emphasizes industry-standard Hybrid Models—using AI to generate logic and code locally on your device, ensuring proprietary data remains secure. Who This Book Is For: Process and Manufacturing Engineers in Semiconductor, Solar, Chemical, and Assembly industries Quality and Industrial Engineers seeking to automate documentation and root cause analyses Engineering Managers aiming to upskill teams and reduce administrative workloads About the Author: Haddish Redahegn is a Senior Process Engineer with extensive experience in high-volume semiconductor and solar manufacturing. A former television journalist turned engineer, he combines technical expertise with a unique talent for communicating complex data clearly. Don’t let administrative tasks diminish your job satisfaction. Equip yourself with the tools for the future, reclaim your time, and advance your engineering career.
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