Soumalya Sarkar

Principal Research Scientist, Raytheon Technologies Research Center

  • Joined July 2019

Names

Soumalya Sarkar

Emails

****@utrc.utc.com (Confirmed)
,
****@rtx.com (Confirmed)
,
****@rtx.com (Confirmed)

Personal Links

Education & Career History

Principal Research Scientist
Raytheon Technologies Research Center (rtx.com)
2021 – Present
 
Staff Research Scientist
Raytheon Technologies Research Center (rtx.com)
2018 – 2021
 
Senior Research Scientist
United Technologies Research Center (utc.com)
2015 – 2018
 
PhD student
Pennsylvania State University (psu.edu)
2010 – 2015
 

Advisors, Relations & Conflicts

Coauthor
2021 – Present
 
Coworker
Kishore Reddy
2015 – Present
 
PhD Advisor
2010 – 2015
 

Expertise

transformer language models, knowledge graph embedding, finetuning
2019 – Present
 
Bayesian optimization, Gaussian process, multi-fidelity learning, transfer learning
2016 – Present
 
deep learning, CNN, autoencoder, fully connected network
2014 – Present
 
time series analysis, anomaly detection, fault detection and isolation, Markov models
2012 – Present