Hamed Alemohammad: Open Machine Learning for Satellite Imagery - MBM#34

Minds Behind Maps

Hamed Alemohammad was the previous Executive Director of the Radiant Earth Foundation, a Non-Profit focused on building open machine learning tools & datasets for satellite imagery through projects like the ML Hub & STAC, Spatio Temporal Asset Catalog.

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About Hamed
- Twitter
- LinkedIn

Shownotes

• LandCoverNet
  • Paper
  • ML Hub datasets
• Radiant Earth Foundation
• Data Driven
• Clark names inaugural director of Clark Labs: Center for Geospatial Analytics
• Book Recommendation
  • Atomic Habits by James Clear

Timestamps
00:00 Introduction
03:01 Hamed's Interest for Earth Observation
08:53 Joining the Radiant Earth Foundation
10:25 What is the Radiant Earth Foundation?
12:14 Why a Non-Profit?
15:34 Finances & Incentives: Where does the money come from?
19:10 Choosing to focus on Machine Learning; ML Hub
26:43 Capacity & Community Building
30:42 Only a 10 people team
34:44 Comparing to Google Earth Engine, AWS & Microsoft Planetary Computer
41:01 Making Decisions & Measuring Progress in a Non-Profit
44:12 Machine Learning Competitions & Kaggle
48:22 Challenges of Working with External Organizations
51:19 Building Models is Sexy but only a small part of Machine Learning
55:55 Who is the ML Hub build for?
57:59 From Researcher to Executive Director
01:01:37 What does being on the Board of Directors Mean?
01:06:18 Hamed's Journey from Iran to working in the US
01:11:03 Advice for people outside the US & Europe
01:15:46 The limitations of English for a truly worldwide reach

Feel free to reach out!
- Website
- My Twitter
- Podcast Twitter
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- Edited by Peter Xiong. Find more of his work