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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 |