Samuel Fernandes
- Role
- Energy Researcher at Berkeley Lab
- Location
- Berkeley, CA, US
- LinkedIn followers
- 500 followers
About Samuel Fernandes
Results-driven machine learning researcher and technical program manager with 15+ years…
Experience
Energy Researcher
Jan 2019 — Present
Collaborated with statistician data scientist and developed deep learning algorithm for energy efficiency analysis and asset identification of building envelopes using multiple data sources including drone imagery and building smart meter data.\\\\n• Collaborated with data engineer and developed algorithm for thermal anomaly detection and RTU detection from UAV imagery of building facades and temperature data.\\\\n• Developed gradient boosting machine learning forecasting algorithm for electricity use prediction.\\\\n• Collaborated with data scientists at SMUD, a large utility in the Sacramento area and quantified energy efficiency metrics and savings at different distribution grid topologies for over users.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n
Skills
- Start-Ups
- Sustainability
- Alternative Energy
- Strategic Leadership
- Business Development
- Entrepreneurship
- Sdlc
- Project Management
- Leadership
- Data Analysis
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