Paden Roder
Data Scientist / Machine Learning / AI Engineer at Intel Corporation
- Role
- Data Scientist Machine Learning Ai Engineer, Ltd Yield at Intel
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Paden Roder
Applied physicist, software engineer, nanotech engineer, and process development engineer. Currently working as a data scientist / machine learning / AI engineer for Intel Corporation with a focus on creating ML utilities to leverage factory data to identify yield-impacting process issues and drive process development. At the end of the day, I really just enjoy tackling challenging problems with others who share my passion; be it hardware, software, or theory.
Experience
Data Scientist Machine Learning Ai Engineer, Ltd Yield
Dec 2021 — Present · Palo Alto, CA, US
Developer of an internal interactive website that leverages fab data and machine learning models to display and flag inline issues of both mature and developing products across multiple factories.• Work with engineers across multiple modules to improve UI experience and include various data sources to increase site usability and maximize root cause indicators.• Website performs live updates with SQL queries on large internal databases, running on a Python backend, displayed with Plotly in a JavaScript frontend.
Education
Grinnell College
BA, Physics
2006 — 2010
University of Washington
Doctor of Philosophy (Ph.D.), Materials Science and Engineering and Nanotechnology
2010 — 2015
University of Washington
Master's Degree, Materials Science and Engineering
2010 — 2013
Udacity
NanoDegree, AI for Trading, Artificial Intelligence
2018 — 2019
Skills
- Colloids
- Higher Education
- Comsol
- Numerical Analysis
- Programming
- Light Scattering
- Nanomaterials
- Xps
- Optoelectronics
- Instrument Design
- Optics
- Photonics
- Image Processing
- Qualitative Research
- Experimentation
- Fluorescence
- Solid State Physics
- Big Data Analytics
- Statistics
- Research
- Matlab
- Visual Studio
- C#
- Digital Image Processing
- Data Visualization
- Powder X-Ray Diffraction
- Interferometry
- Computational Physics
- Mathematics
- Mathematica
- Electron Beam Lithography
- Python
- Optical Microscopy
- Latex
- Povray
- Scripting
- Photolithography
- Process Engineering
- Afm
- Optical Engineering
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