Staff profiles
Sapthala KaralliyaddaResearch Data Scientist
Biography
As a research data scientist at GNS Science, I am interested in leveraging geophysical. geological and geospatial data for developing data-driven solutions to geoscience research problems. My research focuses on the application of Artificial Intelligence (AI) / Machine Learning (ML) algorithms and advanced analytics to extract knowledge or insights from large datasets and the implementation of modern data science practices. I am also a geophysicist with an observational seismology background. I have experience with geophysical / geological data processing & modelling, and geospatial data-analysis using specialized computer applications and programming languages. I collaborate with a diverse group of researchers (Atmospheric science, Paleobiology, Hydrogeology, Earthquake geology and Risk engineering etc.) across GNS Science in Data-Science research.
Qualifications
- BSc (1st class) Honors, Physical Science/Geology
- PhD, Geophysics/Seismology
Areas of expertise
- Geophysics: Seismology
- Geophysics: Seismic reflection processing
- Geophysics: Seismic wave propagation
- Geophysics: Seismic tomography
- Technical: GIS
- Geophysics: Seismic anisotropy
- Geophysics: Data analysis
- Geophysics: Data processing
- Geophysics: Technical Computer Applications
- Geophysics: Data management
- Geophysics: Field data collection
- Geophysics: Modelling
- Geophysics: Field equipment deployment
- Geophysics: Depth Imaging of seismic data
- Technical: Installation of seismic recorders
- Technical: Software development
- Geophysics: GLOBE Claritas
- Geology: Plate boundary deformation processes
- Technical: Data analysis
- Geophysics: Seismic interpretation
- Technical: Seismic Data Management
- Information Technology: GIS and other geotechnical software
- Information Technology: Shell scripting
- Information Technology: Python
- Geophysics: Remote sensing
- Geophysics: Passive source seismology
- Technical: Mathematical and numerical modeling
- Technical: Geophysical methods and modeling
- Technical: Optimization methods and applications
- Information Technology: MatLab
- Technical: Database management
- Geophysics: Bathymetry
- Geophysics: Airborne Geophysical surveying
- Technical: Advanced Python programming
- Technical: Python programming
- Information Technology: DevOps
- Information Technology: Agile
- Technical: Artificial Intelligence
- Information Technology: Machine Learning
- Information Technology: Data Science
- Geophysics: Oasis montaj - Geosoft
- Geology: Spatial data analysis
- Business Development: Automated software testing
- Business Development: Advanced Analytics