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When I was in graduate school, I loved walking into our lab’s machine shop - the smell of machine oil, sparks flying, mills screaming... I am reminded of that visceral sense of hard work and exhilaration in my job today. Our team shapes extraordinary solutions with sophisticated tools for some of the semiconductor industry's toughest challenges, from optimized factory operations and scheduling to AI-enabled process control.Our sparks fly from tools like Bayesian optimization, combinatorial and convex optimization, scheduling algorithms, discrete event simulation, LLMs, the usual machine learning toolkit and statistics - all bolted firmly into a strong foundation of semiconductor domain knowledge. Though my focus is Data Science, I have a broad background spanning strategy, technical marketing, and product development. Specialties: Data science, operations research / industrial engineering, factory physics, digital twins, semiconductor manufacturing, materials science, process engineering, technical marketing, strategy, team leadership Speaker at: Semicon West, Semicon Europa, FOA meetings, ASMC, APC|m Europe, Semi Digital Twin Workshop, AEC/APC Japan.Technology Expertise: Python, SQL/PLSQL, OpenAI, LangChain, Scikit-learn, vector databases, Java, JMP, C/C#, Oracle, Ruby, LabVIEW, generative AI, APF/RTD
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Director Of Data ScienceInficon Oct 2024 - PresentBad Ragaz, Sg, Ch -
Director Of Technical MarketingInficon May 2022 - PresentBad Ragaz, Sg, Ch
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Program Manager, Analytics And Equipment IntegrationInficon Oct 2018 - May 2022Bad Ragaz, Sg, ChFinal Phase Systems was purchased by Inficon on 10/1/2018.https://www.businesswire.com/news/home/20181004005624/en/INFICON-Acquires-Final-Phase-Systems
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Program Manager, Analytics And Equipment IntegrationFinal Phase Systems Aug 2018 - Oct 2018Austin, Tx, Us -
Senior Project Manager, Semiconductor Manufacturing ConsultingFinal Phase Systems Oct 2016 - Aug 2018Austin, Tx, UsI manage Semiconductor Manufacturing improvement projects for clients around the world. I am an intelligent Datawarehouse Developer for semiconductor applications. I am the Product Owner of the FPS Capacity Model application. I give data-driven answers to client questions using statistics and data science.
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Senior Process Engineer, Ptd, Ald Thin Film DepositionIntel Feb 2014 - Oct 2016Santa Clara, California, UsI developed thin film ALD metal deposition processes to enable transistor scaling beyond 14 nm. This involved statistical analysis, design of experiments (DOE), and statistical process control (SPC), in addition to applied electronic materials expertise. I also conceived of and drove several successful subfab development and improvement projects, mostly concerning optimization of vacuum and abatement systems for harsh processes with sudden failures. I managed a team of internal and vendor resources to solve several critical subfab issues affecting many modules. My solutions were taken from pilot to full deployment. -
Graduate Student ResearcherLawrence Berkeley National Laboratory Sep 2010 - Aug 2013Berkeley, Ca, Us- Electrical characterization of semiconductor materials for radiation detection and solar energy conversion. - Focus: TlBr and CZT for room temperature gamma ray spectroscopy.- Built several electrical measurement systems to study TlBr, including all hardware and software development in Labview and Mathematica- Techniques: Photo-Induced Conductivity Transient Spectroscopy (PICTS), Deep Level Transient Spectroscopy (DLTS), Cathodoluminescence, Photoluminescence, Hall Effect, Microwave Photoconductivity Decay, Thermopower, Raman spectroscopy -
Research And Development EngineerLawrence Berkeley National Laboratory Jan 2010 - May 2010Berkeley, Ca, Us- Worked in Electronic Materials Group in Materials Science Division - Maintained and constructed laboratory equipment, including both hardware and software
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Undergraduate Research AssistantUc Berkeley May 2008 - Dec 2009Berkeley, Ca, Us- Worked in Solar Energy Materials Research Group at Lawrence Berkeley National Laboratory- Characterized III-V nitride materials for solar energy applications- I-V, C-V, Quantum Efficiency measurements, Variable Temperature Hall Effect, Thermopower- Helped build Thermopower measurement system and manage Labview code
Holland Smith Skills
Holland Smith Education Details
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University Of California, BerkeleyMaterials Science And Engineering -
University Of California, BerkeleyMaterials Science And Engineering
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Stanford UniversitySlavic Languages And Literature
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University Of California, BerkeleyEngineering Physics
Frequently Asked Questions about Holland Smith
What company does Holland Smith work for?
Holland Smith works for Inficon
What is Holland Smith's role at the current company?
Holland Smith's current role is Director of Data Science.
What is Holland Smith's email address?
Holland Smith's email address is ho****@****ems.com
What is Holland Smith's direct phone number?
Holland Smith's direct phone number is +151052*****
What schools did Holland Smith attend?
Holland Smith attended University Of California, Berkeley, University Of California, Berkeley, Stanford University, University Of California, Berkeley.
What are some of Holland Smith's interests?
Holland Smith has interest in Guitar, Backpacking, Education, Russian Literature, Camping, Endurance Running.
What skills is Holland Smith known for?
Holland Smith has skills like Mathematica, Semiconductors, Characterization, Hall Effect, Java, R&d, Physics, Ruby On Rails, Vacuum, Nanotechnology, Matlab, Research.
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