Gurulingappa S B Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Bangalore Urban, Karnataka, India

• Process based crop modeling on a large geographic region using R language to predict crop parameters.• Predicted the annual yields of the experimental fields using machine learning algorithms• Developed an automated framework for data preparation, data mining, processing satellite images (Tiff and NetCDF files), big data analysis and data visualization to run the process-based APSIM and DSSAT crop models for spatio temporal (Gridded datasets) regions in Linux OS.• Developed source… Show more • Process based crop modeling on a large geographic region using R language to predict crop parameters.• Predicted the annual yields of the experimental fields using machine learning algorithms• Developed an automated framework for data preparation, data mining, processing satellite images (Tiff and NetCDF files), big data analysis and data visualization to run the process-based APSIM and DSSAT crop models for spatio temporal (Gridded datasets) regions in Linux OS.• Developed source code for APSIM XML and DSSAT input files using the xml, rcropmod and dtraster package of CRAN, running thousands of simulations in parallel by using R-studio.• Processed and merged a high-resolution satellite image (tiff and NetCDF files) to prepare weather datasets using rgdal, gdalUtils and raster packages of CRAN Show less

Master'S Degree, Statistics, 8.97

Activities and Societies: "Inter-District Disparities in Agro-Socio-Economic Development In Karnataka" Using Statistical Software SPSS.

Bachelor'S Degree, Agriculture, General, 7.40

Activities and Societies: Agricultural Operations, Cultural Practises for growing all crops, Forestry , Fishery , sericulture, Marketing.