Curriculum Vitae

Education

• B.S. in Computer Science, North Dakota State University, 2017
• M.S. in Computer Science, University of Minnesota, 2023 (expected)

Work experience

• May 2022 - Aug 2022 | Intern | Midcontinent Independent System Operator (MISO)
  • Developed a two-stage ML model to solve a power flow equation with 99.6% accuracy
  • Implemented a cutting-edge ML pipeline using PyTorch, PyTorch-Lightning and Optuna
  • Developed a GUI on top of existing Python scripts, which reduced engineer training time by up to 3,000%
• Oct 2018 - Jun 2021 | Software Engineer | American Registry of Radiologic Technologists
  • Frontend website maintenance and upgrades, backend technology upgrades
  • Unit testing, database management
  • Development team collaboration, including technical and non-technical oral presentations
• Oct 2017 - Oct 2018 | Programmer Analyst | Sciencix
  • Sole IT contributor, conducting ERP system maintenance and upgrades
  • Database administrator
  • Mobile application development
  • Frontend web development

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results

Gupta, J., Molnar, C., Luo, G., Knight, J., & Shekhar, S. (2021). Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results. arXiv preprint arXiv:2110.15866.

Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach

Gupta, J., Molnar, C., Xie, Y., Knight, J., & Shekhar, S. (2021). Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach. ACM Transactions on Intelligent Systems and Technology (TIST), 12(6), 1-21.

SAMCNet for Spatial-configuration-based Classification: A Summary of Results

Farhadloo, M., Molnar, C., Luo, G., Li, Y., Shekhar, S., Maus, R. L., ... & Leontovich, A. (2021). MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification. arXiv preprint arXiv:2112.12219.