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•    Extracción de data de distintas fuentes (SQL, XML, CSV, Excel, pickle, AWS S3), analizarla (Pandas, MatplotLib, Jupyter) y preprocesarla para entrenamiento de modelos de Machine Learning y Deep Learning.
•    Definir y desarrollar flujos de entrenamiento, evaluación e inferencia de los modelos con Python, Scikit Learn, Tensorflow y TensorBoard.
•    Desarrollar microservicio para la exposición de los flujos de entrenamiento e inferencia usando Tornado (Web framework & server), MongoDB y Mongoengine (ORM).
•    Desplegar los modelos en máquinas virtuales Linux de AWS.
•    Investigar, comprender, poner en marcha y probar papers y repositorios de código abierto de proyectos de ML.

Desarrollador Python
G&S Gestión y Sistemas    Ago 2018 – May 2020
•    Desarrollar algoritmos usando Python, OpenCV, Numpy, Scikit Learn para el procesamiento de imágenes, pdfs y documentos escaneados seguido de extracción de data consumiendo los servicios de OCR de Azure o GCP.
•    Desarrollar scrapers con Selenium, Scrapy, BeautifulSoap para la extracción de data de sitios webs.
•    Desarrollar “bots” para automatizar tareas web mediante Selenium
•    Desarrollar microservicios usando Flask (Web framework), SQLAlchemy (ORM), Waitress (HTTP Server), Nginx (Web server) y Linux en contenedores Docker para el consumo de las soluciones desarrolladas.
•    Usar los servicios de Azure (DevOps service, Application Insight, Storage Account, App service, Functions, Computer Vision) en el desarrollo de las soluciones.
•    Investigar y desarrollar PoC sobre otras herramientas y/o tecnologías como UIPath, Automagica (RPA Opensource en Python), Kinect, Daydream, Mixed reality.
•    Listar actividades, estimar su esfuerzo, actualizar el backlog, asistir a las reuniones diarias de Scrum.
•    Asistir a reuniones con cliente para consultas de viabilidad o demos técnicas.

ANALISTA PROGRAMADOR UNITY3D
- Next Latinoamerica Abr 2016 - Ago 2018

DESARROLLADOR UNITY3D
- Independiente Oct 2014 - Mar 2016

ASISTENTE DE PROYECTOS TI
- SENATI Mar 2015 - Nov 2015

Programador C#
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