Nguyen Nguyen
AI Application Engineer @ AMD
About
My expertise includes • 10+ years researching and developing data mining algorithms in the semiconductor industry. • In-depth knowledge of statistical analyses and applications to semiconductor manufacturing processes, wafer sort and final tests. • Strong R and Python programming skills. • Hands-on experience with Optimal Plus and Exensio-Yield. • Academic accomplishments include 10 peer-reviewed publications (5 journal articles, 1 book chapter, and 4 conference proceedings).
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United States
Semiconductors
Snowflake, Databricks, Microsoft Power BI, Semiconductor Engineering, Matlab, Statistics, C, Simulations, R, Quandl, LaTeX, Computational Biology, Machine Learning, Algorithms, Labview, Signal Processing, Biomedical Engineering, Data Mining, Java, Image Processing
Experience
AI Application Engineer
AMD
Austin, Texas, United States
🚀 Currently driving innovation through: • Developing ML algorithms that boost engineering team efficiency • Building scalable data solutions on Snowflake & Databricks platforms • Creating cutting-edge Agentic AI applications • Developing web applications for streamlined automation
Data Scientist
NXP Semiconductors
Austin, Texas, United States
Data Scientist
Mythic
Austin, Texas, United States
Data Scientist
NXP Semiconductors
Austin, Texas Area
- Identify root causes for yield problems, and develop solutions to reduce cost by more than $500,000 per year across a wide range of products (180um, 90nm and 55nm technology), and improve yield up to 2% at Probe and Final Test, by optimizing test programs and process targeting. - Develop software with Python and PyQT for Product/Test Engineers, resulting in improved productivity and efficiency by up to 5 times. - Develop advanced algorithms and multivariate analysis models for outlier detection, reducing customer returns by 20%, while ensuring feasible implementation in productions. - Provide process inputs, collecting and analyzing data, mapping processes, developing solutions with the team, communicating with the functional area and support implementation.
Associate Research Scientist
The University of Texas at San Antonio
Department of Electrical and Computer Engineering
Working on protein-protein interaction network, left-ventricle modelling, effects of aging on cardiovascular functions, data mining, and parameter estimations.
Graduate Research Assistant
The University of Texas at San Antonio
Department of Electrical and Computer Engineering
Pattern recognition (classification, gene clustering), Protein-Protein Interaction Network
Teaching Assistant
The University of Texas at San Antonio
Math and physics tutoring at UTSA Math lab, grade homework for a variety of math courses including Calculus, Algebra and Differential Equation.
Undergraduate Research Assistant
The University of Texas at San Antonio
Researching on Unmanned Vehicle.
Education
The University of Texas at San Antonio
Electrical Engineering
Research Associate Scientist, The University of Texas at San Antonio 2011-present • Performed temporal analysis of time series data • Applied data mining to extract information from PubMed abstracts • Developed and analyzed of myocardial-infarction-specific protein-protein interaction networks • Established a knowledge map for left ventricular response post-myocardial infarction
The University of Texas at San Antonio
Control
System Biology Lab, Department of Electrical and Computer Engineering, University of Texas at San Antonio Graduate Research 2010 - present Research Advisor: Dr. Yufang Jin • Temporal analysis of time series data • Development and analysis of myocardial infarction protein-protein interaction networks • Development of user interface to extract information from PubMed
The University of Texas at San Antonio
Electrical Engineering
Undergraduate Research Assistant, The University of Texas at San Antonio 2009 • Simulation and performance analysis of trajectory planning • Optimization of system performance
Nguyen Nguyen's Contact Information
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