Career Timeline
Professional Experience
From climate data automation at Morgan Stanley Capital International (MSCI) to building geospatial intelligence platforms for oil & gas exploration.
Climate DataOps
Agentic AI / LLMsโ automated quality control checks
Agentic Pipelinesโ end-to-end data extraction
Automationโ data completeness measures
Agentic AIโ linking supply chain & climate data
Agentic AILangChainERA5 / CMIP6Climate RiskSentinel-2ESG RatingsLocal LLMs
Software Engineer / Geospatial Data Engineer
Satellite Imageryโ replaced drone surveys, cut costs
Vision Transformersโ automated detection on satellite imagery
Agentic AI Toolsโ streamlined geospatial workflows
Vision TransformersSentinel-2 / Landsat-9PostGISSAR / NDVIAWS S3
GIS Data Engineer
GDAL / PostGISโ automated GIS pipelines
Vision Transformers / CNN-UNetโ land-use classification
Google Earth Engineโ real-time flood risk analysis
GDAL / GeoPandasGoogle Earth EngineCNN-UNetMonte CarloGCP / Azure
Data Engineer
SQL / Pythonโ ETL pipelines across 10+ sources
Tableau / Power BIโ interactive dashboards
SQL / PythonTableauPower BIETL PipelinesBig Data
Teaching Assistant
Kalman Filtersโ grad lectures & MATLAB labs
Random Signalsโ signal processing sessions
MATLABKalman FiltersSignal Processing