Sourav Bhadra
Data Scientist
Missouri, United States
Summary
👤
Senior🎓
Top SchoolSourav Bhadra is a data scientist specializing in remote sensing, computer vision, and geospatial machine learning for AgTech, with eight years of experience bridging research and production at organizations like Bayer and Saint Louis University. He builds open-source Python tools (notably Raster4ML and MapLapse) and has a strong track record of fusing multisensor UAV and satellite data—combining 2D/3D CNNs, transfer learning, and cloud scaling on AWS SageMaker—to solve crop phenotyping and yield prediction problems. His work spans the full pipeline from automated UAV data collection and preprocessing to model deployment and interactive web mapping, and he has taught graduate courses on geospatial analytics. A PhD candidate in Geoinformatics, Sourav pairs rigorous academic methods (e.g., radiative transfer hybridization, voxelized LiDAR 3D CNNs) with practical engineering, including a recent pivot into web-based apps and cloud deployments that makes his research readily reusable.
8 years of coding experience
4 years of employment as a software developer
Bachelor, Urban and Regional Planning, Bachelor, Urban and Regional Planning at Khulna University of Engineering and TechnologyDoctor of Philosophy - PhD, GeoInformatics and Geospatial Analytics, Doctor of Philosophy - PhD, GeoInformatics and Geospatial Analytics at Saint Louis UniversityMSc, Geography and Environmental Resources, MSc, Geography and Environmental Resources at Southern Illinois University, Carbondale
Bengali, English
Stackoverflow
23reputation
246reached
0answers
1question
Github Skills (32)
python8
machine-learning7
csv6
azimuth6
pandas6
data-science6
sensor5
terrain5
extraction4
imu4
solar4
elevation4
satellite3
high-resolution3
geospatial2
Programming languages (4)
Github contributions (5)
souravbhadra/raster4ml
Jul 2022 - Nov 2022
A geospatial raster processing library for machine learning
Contributions:1 release, 53 commits, 46 pushes in 3 months
agriculture-researchdata-sciencegeospatial-datamachine-learningpython
mfkiwl/uav-solar-sensor-angle
Jan 2022 - Jan 2022
Codes to calculate solar-sensor zenith and azimuth angles directly from hyperspectral images collected by UAV. Works only for UAVs that have high resolution GNSS/IMU unit.
Contributions:21 commits in 1 day
anglesimuazimuthazimuth-anglessolar
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