About
As an accomplished and business-driven Head of Data and Data Science, I have a proven…
Articles by Alex
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Amazon, Machine Learning, and Gender Bias
Amazon, Machine Learning, and Gender Bias
By Alex Schwarm, Ph.D.
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Confirmation Bias, Competitive Strategy, and Machine Learning
Confirmation Bias, Competitive Strategy, and Machine Learning
By Alex Schwarm, Ph.D.
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Should we make our stars brighter or should we make more people into stars?
Should we make our stars brighter or should we make more people into stars?
By Alex Schwarm, Ph.D.
Activity
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We are delighted to announce today the nomination of our new Head of European Operations , Florent DUCROT. Florent has a long, well-regarded track…
We are delighted to announce today the nomination of our new Head of European Operations , Florent DUCROT. Florent has a long, well-regarded track…
Liked by Alex Schwarm, Ph.D.
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You ideas are worthless without the execution. Roll your sleeves up and get to work 💪🏽
You ideas are worthless without the execution. Roll your sleeves up and get to work 💪🏽
Liked by Alex Schwarm, Ph.D.
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I’m thrilled to announce the addition of two phenomenal talent acquisition professionals to the Vertex Service Partners team. Both Heather Whitcomb…
I’m thrilled to announce the addition of two phenomenal talent acquisition professionals to the Vertex Service Partners team. Both Heather Whitcomb…
Liked by Alex Schwarm, Ph.D.
Experience
Education
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Activities and Societies: President of Texas A&M Martial Arts Club Volunteer Leader and Webmaster of Brazos Animal Shelter
Focus on Analytics/Modeling, Optimization, and Control Theory
Awards
Best Presentation Texas A&M University Graduate Student Symposium, 1st Place
Celanese Excellence Award in Chemistry and Chemical Engineering
Dow Chemical Graduate Fellowship
Volunteer Experience
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Coordination, Preparation, and Logistics
Operation Turkey
- Present 6 years 11 months
Poverty Alleviation
Publications
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All Models are Wrong, But Some are Useful... Especially with the Right Data
Data Science Salon - Austin
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Proactive Equipment Process Control for PV Manufacturing
SNEC Conference, Shanghai
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Why PV Manufacturers Need Proactive Equipment Process Control
SOLARCON 2010 cSi Technology, Shanghai
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Adaptive Multivariate Fault Detection for Semiconductor Processing
Advanced Equipment Control / Advanced Process Control Conference (AEC/APC), Indian Wells
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Advanced Process Control for Dep-Etch Module
Advanced Equipment Control / Advanced Process Control Conference (AEC/APC) XIV, Salt Lake City
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Advanced Process Control for Process Tools and Process Modules
Invited Talk, 3rd European Advanced Equipment Control / Advanced Process Control Conference (AEC/APC), Dresden
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Advanced Process Control Solutions for Semiconductor Manufacturing
Advanced Semiconductor Manufacturing Conference (ASMC)
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APC for Copper Wiring Module
Advanced Equipment Control / Advanced Process Control Conference (AEC/APC) XIV, Salt Lake City
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Wafer-To-Wafer and Within Wafer Advanced Process Control Used in Chemical Mechanical Polishing (CMP)
Advanced Equipment Control / Advanced Process Control Conference (AEC/APC) XIV, Salt Lake City
Patents
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Machine Learning Classifier and Prediction Engine for Artificial Intelligence Optimized Prospect Determination on Win/Loss Classification
Issued US 20180101771
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Feedback control of chemical mechanical polishing device providing manipulation of removal rate profiles
Issued US 8,070,909
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Adaptive multivariate fault detection
US 7,587,296
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Automated design and execution of experiments with integrated model creation for semiconductor manufacturing tools
US 7,333,871
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Dynamic inline yield analysis and prediction of a defect limited yield using inline inspection defects
US 7,937,179
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Dynamic metrology schemes and sampling schemes for advanced process control in semiconductor processing
US 7,698,012
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Dynamic metrology schemes and sampling schemes for advanced process control in semiconductor processing
US 7,698,012
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Dynamic metrology schemes and sampling schemes for advanced process control in semiconductor processing
US 7,725,208
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Factory Level Process and Final Product Performance Control System
US 8,849,438
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Feedback control of a chemical mechanical polishing device providing manipulation of removal rate profiles
US 8,694,145
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Feedback control of a chemical mechanical polishing device providing manipulation of removal rate profiles
US 7,160,739
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Feedback control of plasma-enhanced chemical vapor deposition processes
US 6,913,938
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Graphical user interface for presenting multivariate fault contributions
US 7,831,326
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Graphical user interface for presenting multivariate fault contributions
US 7,765,020
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Inline defect analysis for sampling and SPC
US 8,799,831
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Integrating tool, module, and fab level control
US 7,047,099
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Integration of fault detection with run-to-run control
US 7,337,019
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Method and apparatus for determining factors for design consideration in yield analysis
US 8,924,904
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Method of feedback control of sub-atmospheric chemical vapor deposition processes
US 7,201,936
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Method, system and medium for controlling manufacture process having multivariate input parameters
US 7,966,087
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Method, system and medium for controlling manufacture process having multivariate input parameters
US 7,272,459
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Method, system and medium for controlling manufacturing process using adaptive models based on empirical data
US 7,668,702
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Method, system and medium for controlling manufacturing process using adaptive models based on empirical data
US 7,970,588
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Method, system and medium for process control for the matching of tools, chambers and/or other semiconductor-related entities
US 7,082,345
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Method, system, and medium for handling misrepresentative metrology data within an advanced process control system
US 6,999,836
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Metrics independent and recipe independent fault classes
US 8,010,321
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Ranged fault signatures for fault diagnosis
US 7,596,718
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Ranged fault signatures for fault diagnosis
US 7,934,125
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Scheduling modeling system for adaptive, automated data collection and performance analysis of manufacturing system for optimal scheduling
US 8,483,861
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Stage yield prediction
US 7,962,864
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System, method, and medium for monitoring performance of an advanced process control system
US 7,356,377
Recommendations received
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I don’t know who needs to hear this but #ai and #machinelearning are about more than generative ai
I don’t know who needs to hear this but #ai and #machinelearning are about more than generative ai
Liked by Alex Schwarm, Ph.D.
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I don’t know who needs to hear this but if your technology focus right now should be entirely around data. Whether you care about #ai or…
I don’t know who needs to hear this but if your technology focus right now should be entirely around data. Whether you care about #ai or…
Liked by Alex Schwarm, Ph.D.
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I am thrilled to announce that I will be joining CapMetro as a Program/Project Manager - New Facilities Development starting this Monday. I am…
I am thrilled to announce that I will be joining CapMetro as a Program/Project Manager - New Facilities Development starting this Monday. I am…
Liked by Alex Schwarm, Ph.D.
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It was awesome working with James Oswald on this paper. He just defended his research exam on this topic a few months ago and is already winning…
It was awesome working with James Oswald on this paper. He just defended his research exam on this topic a few months ago and is already winning…
Liked by Alex Schwarm, Ph.D.
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Thinking back to my early days in APC engineering, the struggle with limited real-time data and delayed metrology was real. Fast forward to today…
Thinking back to my early days in APC engineering, the struggle with limited real-time data and delayed metrology was real. Fast forward to today…
Liked by Alex Schwarm, Ph.D.
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Software development is not writing APIs or figuring out the latest front-end framework, it’s turning a subjective human need into subjectively…
Software development is not writing APIs or figuring out the latest front-end framework, it’s turning a subjective human need into subjectively…
Liked by Alex Schwarm, Ph.D.
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🌟 As the final day of my summer internship at Arrive Logistics comes to an end, I want to take a moment to express my deep gratitude to everyone who…
🌟 As the final day of my summer internship at Arrive Logistics comes to an end, I want to take a moment to express my deep gratitude to everyone who…
Liked by Alex Schwarm, Ph.D.
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As my summer internship at Arrive Logistics comes to a close, I would like to thank everyone who helped me reach this milestone. I am grateful to…
As my summer internship at Arrive Logistics comes to a close, I would like to thank everyone who helped me reach this milestone. I am grateful to…
Liked by Alex Schwarm, Ph.D.
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