Research Output per Year
Research Output per Year
Overview
Personal Profile
Nalinrat Guba is a software engineer with practical knowledge in Big Data Technology stack, cloud computing, data analysis, SQL database technologies, software quality assurance, object-oriented programming, distributed processing systems, a variety of database development software, and Software as a Service. Her research interests also includes machine learning and Neural Networks. She has experience in a broad range of applications including statistical data analysis, financial information, geological data for oil reservoirs study, engineering data, business data, and image archiving application.
Research Interests
Software development & architecture
Cloud computing
Deep learning
Machine learning
Data analytics
Professional Experience
Senior Software Engineer, Oracle (2014–2019)
Senior Software Engineer, Datalogix (2012–2014)
Education/Academic Qualification
Bachelor, Statistics, Chulalongkorn University
PhD, Candidate, Computer Science, Colorado School of Mines
Master, Computer Science, DePaul University
Master, Computer Information Systems, University of Houston-Clear Lake
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Collaborations and Top Research Areas From the Past 5 Years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Situational Awareness of Grid Anomalies (SAGA) for Visual Analytics - Near-Real-Time Cyber-Physical Resiliency Through Machine Learning
Ingram, M., Florita, A., Martin, M., Gruchalla, K., Fang, X., Cai, M., Johnson, G., Guba, N., Hasandka, A., Mooney, M., Lunacek, M., Gilroy, N., Langan, T., Caruso, S., Cruickshank, R., Hodge, B.-M. & Markovic, M., 2023, 81 p.Research output: NREL › Technical Report
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Towards Deep Computer Vision for In-Line Defect Detection in Polymer Electrolyte Membrane Fuel Cell Materials
Yan, A., Rupnowski, P., Guba, N. & Nag, A., 2023, In: International Journal of Hydrogen Energy. 48, 50, p. 18978-18995 18 p.Research output: Contribution to journal › Article › peer-review
6 Scopus Citations -
Vis-SAGA: Visual Analytics for Situational Awareness of Grid Anomalies: Preprint
Johnson, G., Gruchalla, K., Ingram, M., Guba, N., Cruickshank, R. & Caruso, S., 2023. 8 p.Research output: Contribution to conference › Paper
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Advanced Computing, Data Science, and Artificial Intelligence Research Opportunities for Energy-Focused Transportation Science
Biagioni, D., Farrell, J., Garikapati, V., Graf, P., Guba, N., Hou, Y., Jones, W., Severino, J., Sigler, D., Todd, A., Ugirumurera, J., Wang, Q. & Young, S., 2021, 23 p.Research output: NREL › Technical Report
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Artificial Intelligence for Data Center Operations (AIOps)
Phillips, C., Todd, A., Purkayastha, A., Egan, H., Sickinger, D., Eash, M., Serebryakov, S., Hanson, J., Slaby, M., Wunder, N., Guba, N., Munch, K. & Cader, T., 2021, 20 p.Research output: NREL › Technical Report
Activities
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Association for Computing Machinery (External organization)
Sanyal, J. (Member), Guba, N. (Member), Emami, P. (Member), McFly, S. (Member), Dormuth, Z. (Member), Fischer, J. (Member), Ryan, N. (Member), Tripp, C. (Member) & da Silva Pereira, W. (Member)
0001Activity: Membership › Membership of network
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Association for the Advancement of Artificial Intelligence (External organization)
Guba, N. (Member)
0001Activity: Membership › Membership of network
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Institute of Electrical and Electronics Engineers (External organization)
Ginley, D. (Member), Nagarajan, A. (Member), Markel, A. (Member), Bernstein, A. (Member), Solanki, B. (Member), Hodge, B.-M. (Member), Uriarte, C. (Member), Barrows, C. (Member), Perkins, C. (Member), Palmintier, B. (Member), Thomas, D.-M. (Member), Saleem, D. (Member), DeVoto, D. (Member), Khan, F. (Member), Seo, G.-S. (Member), Moreno, G. (Member), Johnson, G. (Member), Cavraro, G. (Member), Dunham, H. (Member), Jorgenson, J. (Member), Zhang, J. (Member), Sanyal, J. (Member), Kisacikoglu, J. (Member), Rivera, J. (Member), Duwadi, K. (Member), Doubleday, K. (Member), Panda, K. (Member), Sedzro, K. S. (Member), Panossian, N. (Member), Guba, N. (Member), Martin, M. (Member), Guerra Fernandez, O. J. (Member), Baggu, M. (Member), Emami, P. (Member), Paret, P. (Member), Koralewicz, P. (Member), Awara, S. (Member), McFly, S. (Member), Dhulipala, S. C. (Member), Ovaitt, S. (Member), Paul, S. (Member), Abraham, S. A. (Member), De Silva M, T. (Member), Singh, V. K. (Member), Zhang, X. (Member), Zhou, X. (Member), Agalgaonkar, Y. (Member), Wright, J. (Member), Pao, L. (Member), Kekelia, B. (Member), Chang, C.-Y. (Member), Kiboma, L. (Member), Ramirez Arbelaez, L. (Member), Chaudhary, R. (Member), Wijekoon, R. (Member), Ahrenkiel, R. (Fellow), Kurtz, S. (Member), Truong, T. (Member), Poudyal, A. (Member) & Sekulic, W. (Member)
0001Activity: Membership › Membership of network