Talks & Workshops
Conference talks, technical workshops, geospatial AI trainings, and recorded sessions by Aman Bagrecha.
A collection of conference presentations, technical talks, workshops, and educational content around geospatial technology, remote sensing, and applied AI.
I conduct hands-on training for both colleges and companies through Anek Labs, with a focus on practical geospatial AI: satellite imagery, GIS, cloud-native data access, remote sensing machine learning, and agentic workflows for spatial data.
Training Themes
- Geospatial AI foundations: remote sensing, raster/vector data, QGIS, GeoPython, and satellite imagery interpretation.
- Cloud-native spatial data: STAC, Planetary Computer, Copernicus CDSE, Xarray, rioxarray, GeoTIFF, and NetCDF workflows.
- Remote sensing machine learning: segmentation, object detection, Mask R-CNN, TorchGeo, satellite embeddings, change detection, and flood monitoring.
- Agentic geospatial workflows: LLM/VLM workflows for spatial data QA, map review, data discovery, and operational automation.
Selected Workshops & Training
| Date | Venue / Audience | Topic | Resources |
|---|---|---|---|
| May 2026 | MVIT | Guest talk on geospatial AI workflows | Canva |
| Dec 2025 | BNMIT | Satellite embeddings as an abstraction layer over L2 products | Canva |
| Nov 2025 | NIE Mysuru | Introduction to Geospatial AI, remote sensing, STAC data access, and instance segmentation | Repo, Slides, Colab |
| Sep 2025 | BNMIT | Machine Learning for Climate Science: satellite imagery, flood monitoring, and forecasting | Slides |
| Aug 2025 | NITK Karnataka | Geospatial data download over space and time using IMD rainfall data and Copernicus CDSE | Repo, Slides |
| Mar 2025 | BNMIT | Google Earth Engine for climate workflows | Video, Slides |
| Dec 2024 | NMIT Bangalore | GeoPython and why this is a strong time to work in the geospatial industry | Slides |
| Aug 2024 | Let’s Talk Spatial | QGIS for beginners | Video |
| Nov 2023 | FOSS4G Asia, Seoul | GeoPython workshop and Sentinel-1 flood detection using cloud-native tooling | GeoPython repo, Flood mapping repo |
| Oct 2023 | Let’s Talk Spatial | Introduction to Planetary Computer and STAC API | Video |