J
Jhon Jairo Valderrama
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Python Developer and Machine Learning Engineer
Cali, Valle del Cauca, Colombia
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Résumé
Jobs
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Python Developer and Machine Learning EngineerCIATNov 2020 - Current (5 years 6 months)- Main developer of Pheno-i: A computer vision library designed to analyze multispectral and satellite imagery written in Python and Flask. Main backend developer of Tumaini App: an android and IOS app for pest and diseases detection with real in- - in-field images, using object detection deep learning models with TensorFlow and Flask. Diseases detection models with machine and deep learning object detection in several kinds of crops. Design and implementation of testing cases to ensure the - good behavior of the final products.- Data ScientistFedearrozJun 2018 - Feb 2020 (1 year 9 months)- Responsible for the collection, feature extraction, analysis, and presentation of rice diseases from aerial multispectral photogrammetry in drones and field data. Monitoring of meteorological stations and greenhouse gas flow stations (Eddy - Covariance) Development of a workflow in python for the analysis of field data and images.
- CIoT EngineerCenter of ExcellenceJan 2016 - Jan 2018 (2 years 1 month)- Design and implementation of a river IoT monitoring system in flood-prone areas using Zolertia platform.
- IoT Engineer, consultorUniversidad NacionalJan 2015 - Jun 2015 (6 months)- Development of a platform to collect, processing, analysis and present soil variables in sugarcane crops.
Education
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- Master of Engineering Engineering, ComputerPontificia Universidad Javeriana2016 - 2018 (2 years 1 month)
- Bachelor of Engineering Electric and ElectronicsPontificia Universidad Javeriana2010 - 2016 (6 years 1 month)