Brian Wang
- Role
- Staff Development Engineer (Data Science & Artificial Intelligence) at Qorvo, Inc.
- Location
- Greensboro, NC, US
- LinkedIn followers
- 500 followers
About Brian Wang
I possess a Master\'s degree in Statistics at NC State and a Master of Science degree in…
Experience
Staff Development Engineer (Data Science & Artificial Intelligence)
Jul 2017 — Present
Developed a web dashboard using Dash Plotly with features of allowing users to define wafer failing patterns and perform pattern classification.* Developed a computer vision/pattern recognition system on wafer bin map failure signatures using Convolutional Neural Networks with Keras and TensorFlow.* Developed a CNN system to detect abnormal spikes in PA signal displayed in the frequency domain using the concept of object detection.* Developed an failing die pattern searching application on wafer bin map based on the Convolution Theorem.* Developed data visualization/analytics dashboards for product engineering teams.* Built an API based on RestAPI architecture for pattern search module.
Skills
- Thin Films
- Jmp Scripting Language
- Design of Experiments
- Manufacturing
- Statistics
- Python
- Physics
- Materials
- Convolutional Neural Net
- Vacuum
- Research and Development (R&D)
- Fmea
- Vacuum Deposition
- Nanotechnology
- Afm
- Machine Learning
- Octave
- Sputtering
- Pvd
- Image Processing
- Statistical Process Control (Spc)
- Jmp
- Spc
- Polymers
- Grant Writing
- Tensorflow
- Plasma-Enhanced Chemical Vapor Deposition (Pecvd)
- Lithography
- Regression Analysis
- Sas Programming
- Dmaic
- Matlab
- Roll-to-Roll Process
- Opencv
- Profilometer
- Hypothesis Testing
- Minitab
- Vacuum Systems
- Lean Manufacturing
- R
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