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Basics

Name Mohini Bariya
Title Principal Scientist
Url https://m-bariya.github.io

Work

  • 2024 - Present
    Principal Scientist
    Rhiza Research
    Director at Rhiza Research, a non-profit focused on developing open technologies for people and the planet, with a special focus on energy and weather forecasting.
    • Grid Measurement
    • Power Quality
  • 2024 - Present
    Energy Specialist
    World Bank
    Working on diverse energy sector projects, spanning analytical work and infrastructure project implementation.
    • Modeling
    • Energy Sector Planning
  • 2023.12 - 2024.03
    Consultant
    International Energy Agency
    provided analysis and modeling focused on energy access for the IEA's battery report; worked with industry and academic experts to build models projecting global battery capacity additions..
    • Modeling
    • Battery Storage
  • 2022.01 - 2024.01
    Research Scientist
    nLine
    Developed innovative sensing and data analytics methods to enhance situational awareness, investment targeting, and impact evaluation for electric grids in Sub-Saharan Africa. Collaborated with diverse partners, including academics and utilities, and secured multiple research grants.
    • Grid Measurement
    • Statistical Inference
    • Impact Evaluation
  • 2021.01 - 2022.01
    Data Team Lead & Power Specialist
    PingThings
    Led PingThings' data science team to develop transmission monitoring tools leveraging novel high resolution sensors, high performance data storage and access systems, and innovative algorithms for large American utilities. I also led execution and delivery of a large Department of Energy research grant on applications of machine learning for power systems event detection.
    • Modeling
    • Battery Storage
  • 2016.01 - 2016.01
    Researcher
    TERRA-MEPP
    Developed image processing algorithms to estimate sorghum biomass from field images collected by a robot, improving efficiency in biofuel development. Participated in field tests at the University of Illinois, Urbana-Champaign, and mentored visiting student researchers from Brazil.
    • Agricultural Automation
    • Computer Vision
    • Robotics
  • 2015.05 - 2015.08
    Research Intern
    Inscopix
    Developed a simulator to generate accurate synthetic microscopic images of neuronal activity, incorporating biological, optical, and imaging process factors. Utilized the simulator to evaluate and optimize image processing algorithms.
    • Medical Imaging

Volunteer

  • 01.01 - 01.01

    Berkeley, California

    Solar Design Consultant
    Berkeley Town Homes Senior Center
    Helped a local senior center consider the costs and benefits of an on-site solar+storage system.
    • Rooftop solar

Education

  • 2016 - 2021

    Berkeley, California

    PhD
    University of California, Berkeley
    Electrical Engineering and Computer Science
    • Statistical Signal Processing
    • Reinforcement Learning
    • Robust Optimization
    • Energy Economics
  • 2012 - 2016

    Berkeley, California

    Bachelor's
    University of California, Berkeley
    Computer Science
    • Medical Imaging
    • Probability & Statistics

Awards

  • 2016.01.01
    Samuel Silver Memorial Scholarship
    UC Berkeley EECS
    Presented annually to an Electrical Engineering or Computer Sciences undergraduate or graduate student who best combines intellectual achievement in science and engineering (in the classroom or in research activities) with serious humanistic and cultural interests. Recipients possess outstanding accomplishments in music, art, and other areas of the humanities.
  • 2016.01.01
    Berkeley EECS Excellence Award
    UC Berkeley EECS
    Supplementary graduate fellowship based on outstanding academic performance.

Skills

Energy
Power Systems Modeling
Grid Measurement
Situational Awareness
Renewable Energy & Storage
System Identification
Computation
Python
PySpark
MATLAB
GAMS (Optimization)

Languages

English
Native speaker
Hindi
Fluent
French
Intermediate

Interests

Power Systems
Renewable Integration
System Optimization
Grid Measurements
Situational Awareness
PMUs
Power Quality
Signal Processing
Compressed Sensing
Medical Imaging
Computer Vision