
Abhishek Asthana
Expertise/Skills: Data Science: Data Mining & Visualization, Quantitative Analysis, Supervised & Unsupervised Machine Learning, Clustering & Classification, Predictive... | Fremont, California, United States
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Abhishek Asthana’s Emails aa****@ti****.com
Abhishek Asthana’s Phone Numbers No phone number available.
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Abhishek Asthana’s Location Fremont, California, United States
Abhishek Asthana’s Expertise Expertise/Skills: Data Science: Data Mining & Visualization, Quantitative Analysis, Supervised & Unsupervised Machine Learning, Clustering & Classification, Predictive Modeling, Deep Learning ML Algorithms: Linear Regression, Logistic Regression, SVM, kNN, K-Means, Random Forest, PCA, PLS, XGBoost, Feed Forward Neural Nets, CNN, LSTM. Computational Lithography: Optical Proximity Correction, Design Rule Checking, Optical Rule Check, Pattern Recognition, Optical and Resist Modeling, Simulations Programming: Python, SVRF, C-LAPI (Calibre), C++, C, Matlab, Fortran, TCL, Lua, Pearl, VBA, Maple, Mathcad, Statistics: R, JMP, MS Excel, SQL Silicon Data Analysis: Statistical Yield Analysis, Failure Analysis, Root-cause Identification Optimization: Bayesian Optimization, Genetic Algorithm, Multivariate Parametric Optimization using Various Mathematical Techniques, Machine learning based Lithography & OPC, Statistical Yield Analysis, Design of Experiments Multiphysics Modeling: Lithographical modeling, multi-phase reactive systems modeling, modeling of transport phenomenon in porous electrodes of Li-ion batteries, modeling heat transport in fluids. Computational Lithography: Modeling Optical and Resist Process, Optical Proximity Correction Simulations: Molecular Simulations of electrochemical & liquid phase reactive systems based on self-developed polarizable, reactive, and physically-accurate model; ab intio MD for predicting dipole moments of polar organic compounds, CFD
Abhishek Asthana’s Current Industry Texas Instruments
Abhishek
Asthana’s Prior Industry
Indian Institute Of Technology
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Brigham Young University
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Dippr Laboratory Brigham Young University
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Globalfoundries
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Lam Research
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Intel
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Texas Instruments
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Work Experience

Texas Instruments
Member of Technical Staff
Thu Jun 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Intel
Component Design Engineer
Sat Jun 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Jun 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)
Lam Research
Data Scientist
Wed Mar 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Jun 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)
Globalfoundries
Senior Engineer, TD Global Engineering Support
Tue Jan 01 2013 00:00:00 GMT+0000 (Coordinated Universal Time) — Wed Mar 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)
Dippr Laboratory Brigham Young University
Intern
Sun Jan 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Dec 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time)
Brigham Young University
Lab Assistant
Sun Jan 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Dec 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time)
Brigham Young University
Teaching Assistant
Sun Jan 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Apr 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time)
Brigham Young University
Teaching Assistant
Mon Aug 01 2011 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Dec 01 2011 00:00:00 GMT+0000 (Coordinated Universal Time)
Brigham Young University
Graduate Research Assistant
Mon Aug 01 2005 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Dec 01 2012 00:00:00 GMT+0000 (Coordinated Universal Time)
Indian Institute Of Technology
Intern
Tue Jan 01 2002 00:00:00 GMT+0000 (Coordinated Universal Time) — Tue Jan 01 2002 00:00:00 GMT+0000 (Coordinated Universal Time)