Resume

Machine Learning Lab Intern, Samsung Advanced Institute of Technology (SAIT)
October 2022 – January 2023

• Analyzed Optical Emission Spectroscopy recordings from plasma etch tools for use in Virtual Metrology (VM)

• Tested statistics and machine learning based regression models, delivered highly accurate and interpretable VM model

• Developed a system for process engineers to track OES times/wavelengths affecting metrology

Supply Chain Intern, Intel
February 2023 – June 2023

• Tested local instances of Large Language Models for user interaction with spreadsheets

• Built Virtual Metrology model using custom time series segmentation with trace data

• Created system for subfab pump failure prediction

Data Science Intern, Samsung Austin Semiconductor
June 2019 – August 2019

• Implemented advanced time series segmentation methods

• Tested methods on large-scale data sets (~1TB /day) with high-performance computers

• Wrote code to identify similarities between wafer defect maps

Logistics Intern, Goodman Manufacturing
June 2018 – August 2018

• Wrote SQL code to validate and measure distributor-reported data

• Implemented processes to improve distributor data for future logistics planning

• Built seasonal sales and sell-through forecasts in R

• Created Tableau dashboard to display validation and forecast results for end users

Trading Intern, TransMarketGroup
May 2017 – August 2017

• Built empirical models of Mortgage-Backed Securities

• Participated in company course on commodities and futures markets

• Wrote optimization tools for nonlinear models

Robotics Intern, Applied Materials
February 2018 – June 2018

• Developed time series segmentation code to identify robot move states

• Used wavelet transform to diagnose robot health based on vibration data

• Set up logistic regression to predict robot failures