ABILAASH / RESEARCH
Retrieving ocean winds from satellite signals.
Space Applications Centre, ISRO / 2024
RESEARCH INTERNSHIP / EXPLAINABLE AI
Problem
Retrieve ocean-wind information from GNSS-R reflectometer data with fewer input parameters.
Approach
Feature engineering, explainability techniques, and a stacked prediction approach.
Results
The documented internship work reduced required parameters by more than 65%.
My contribution
Research internship focused on feature engineering and wind-retrieval modelling.
01GNSS-R observations
02Feature selection
03Wind prediction
Project account: Build, Learn, Repeat. Metrics describe the internship evaluation, not a general benchmark.
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