Developed a vineyard yield prediction system
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Camera, light and GNSS RTK integration on ATV for nightly photo capture with precise location. All coordinated and controlled with custom software.
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Use of Deep Learning object detection and image segmentation models to isolate clusters on images.
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Generation of a precise yield map.
Handling 4 trillion records dataset
* Design and maintenance of Big Data **infrastructure** for an advertising network.
* Design of the **data architecture** for the analytical panels making use
of [Splout SQL](http://sploutsql.com/).
Founded two Open Source projects
* [Splout SQL](http://sploutsql.com/) is a **Big Data database** ready to serve
big amounts of relational data withing sub-second latency.
* With [Tuple MapReduce](http://pangool.net/TupleMapReduce.pdf) we introduced a generalization of MapReduce paradigm by the
use of tuples instead of key,value pairs.
[Pangool](http://pangool.net) is an implementation of **Tuple MapReduce for Hadoop**.
Founded a Big Data company
* [Datasalt](http://www.datasalt.com/) was pioneer of Big Data at Spain.
* The company was a profitable business.
You can read the company story [here (Spanish)](https://medium.com/iv%C3%A1n-de-prado-alonso/lecciones-aprendidas-montando-y-cerrando-mi-startup-de-big-data-afd6d42c0f8d).
Training people on Big Data
* Designing and leading the **Big Data Expert** program at [U-Tad](https://www.u-tad.com/en/) university.
* More than **130 professionals** trained during that period.
* Great graduate employability.
