Data and AI Solutions

We manage the full lifecycle of data from collection, processing, storage, analysis to insights. We work with diverse datasets related to clean energy transition, air quality, climate, environment and sustainability, from different sources such as open data portals, sensor networks, satellite imagery, LiDAR, drones etc. We build data pipelines to clean, process, transform and manage data efficiently and ensure data quality & reliability. We apply data standards and access controls to maintain data integrity and compliance. We use various data analysis techniques and visualizations to extract meaningful insights from data. We use geospatial data and spatial analysis to integrate location-based intelligence into our solutions with maps of grid infrastructure, solar potential, emissions sources, pollutant concentrations, climate risk assessments etc. We apply advanced analytics and AI/ML to extract patterns & insights, automate tasks and build better products/solutions. We use an on-prem GPU and CPU cluster for training machine learning, deep learning and other analytical models for different tasks. As artificial intelligence techniques evolve, we continue to explore ways to build transparent and trustworthy solutions to equip internal and external stakeholders with the information and knowledge they need to make better decisions.