Rony G. Kalfarisi (he/him/his)

Software Engineer
Bentley Systems, Inc.

Research engineer/data scientist with 9+ years of research experience executing data-driven solutions to increase efficiency, accuracy, and performance of internal data processing. Experienced in machine-learning/deep-learning based solutions to deliver insights to complex business problems. Always have an inclination towards coding and programming, coming from physics background. Have been working on projects such as anomaly detection, classification & regression, object detection & segmentation (computer vision), named entity recognition & relation extraction (natural language processing), etc. Work mostly with ML/DL algorithms using TensorFlow and Python interface. Currently, working as research software engineer using ML/DL techniques and algorithms to support AI driven products/services

Presentation(s):

• Hydraulic Model Calibration for Water Distribution Networks using Advanced Metering Infrastructure (AMI) Time-Series Data

  Monday, May 22, 2023
  1:15 PM – 1:30 PM PDT

• Digital Twin Development and Application with Water Utilities’ Perspectives for Smart Water Grid Operation Management

  Tuesday, May 23, 2023
  10:30 AM – 10:45 AM PDT

• Development of acoustic data analysis software tool for near real-time anomaly detection

  Tuesday, May 23, 2023
  1:15 PM – 1:30 PM PDT

• Anomaly Event Localization in Water Distribution Networks via Integrated Hydraulic-Acoustics Analysis

  Tuesday, May 23, 2023
  1:30 PM – 1:45 PM PDT

• Anomaly Event Detection in Water Distribution Networks via Coupled Generic Hydraulic and Acoustic Data Analyses

  Tuesday, May 23, 2023
  3:30 PM – 3:45 PM PDT