Akramz

• intro
• I'm a tinkerer who (sometimes) gets obsessively interested in certain topics. During the day, I work with pixels and polygons to solve geospatial AI problems with a focus on concrete impact. In my spare time, you might find me learning from others, building PoCs, and sharing my discoveries.
• posts
• 2024-03-10 how to maximally compress geotiffs?
• 2024-02-24 how to index overlapping satellite patches?
• open source
• Resources for Geospatial ML in Python
• End-to-end Google Earth Engine
• Interactive Geospatial AI
• research
• 2024 - Bootstrapping Object Detection in Satellite Data: Techniques for labeling rare objects in satellite imagery without prior knowledge.
• 2022 - Probabilistic Prediction of Temperature & Rainfall: Better sub-seasonal forecasts for `t2m` by combining reforecasts and climate mode indicators.
• 2021 - Satellite imagery noising with GANs: generating realistic atmospheric noise with GANs.
• 2018 - Seq2Seq weather forecasting with LSTMs: LSTMs for short-term weather forecasting (24/72 hours).
• links
• rss
• github
• scholar
• linkedin