"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

February 22, 2023

AI for Strategy Planning in Defense

  • Harnessing the latest technology - Data powers this new engine of war  -  digital network to strengthen the predictive models.
  • Advanced algorithmic warfare systems -  commercial satellite imagery, digital model, analyze sensor data
  • A click of the computer mouse displays thermal images 
  • Image uploaded by on-the-ground analysis
  • Drones could confirm damage assessment 
  • Data powers this new engine of war — and the system is constantly updating
  • Data Vendors - Companies selling optical and synthetic aperture radar imagery include Maxar, Airbus, ICEYE and Capella. The National Oceanic and Atmospheric Administration sells simple thermal imaging meant to detect fires but that can also register artillery explosions.

Ref - Link1, Link2


Skills from JD Posts

  • Build perception software for Anduril’s suite of products
  • Builds products in months, not years, so you’ll be expected to move quickly, iterate, and converge on the best solution in a timely manner.
  • Evaluating computer vision algorithms - object detection, object tracking, classification, and regression
  • Experience with multi object tracking
  • Physics-based “digital twins“ of our airborne sensor systems
  • Experience with ML pipelines and popular deep learning architectures, including CNNs, Transformers, YOLO

Ref - Link, Link1

Keep Exploring!!!

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