Systems Engineer with a strong interest in Software Engineering, Machine Learning and Data Engineering.
I enjoy being part of the whole life cycle of the development of analytical artifacts from the understanding of the need up to the productionization of the solution.
Contact Carlos regarding:
Flexible work
Starting at
USD15/hour
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Jobs
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Machine Learning Engineer
Experimentality
Nov 2020 - Current(4 years 7 months)
- Design and implementation of recommender systems of financial services and their delivery process
- ETLs development and data disponibilization under the AWS Serverless DataLake Framework
- Management of infrastructure using Terraform
- Microservice design and development
- Backend development
Software developer in projects built with Microsoft Azure tools such as App
Service, Functions, or Azure SQL.
Lab administrator
Universidad ded Antioquia
Oct 2018 - Jul 2020(1 year 10 months)
- Automation of application deployment
- Systems engineering lab and department web pages deployed to production
- We created a tool to automatize support tasks for non-technical users using Ansible
- Servers administration and support
- Programming assistants leadership
Head of the programming assistants at Laboratorio Integrado de Sistemas.
I have experience in server virtualization using PROXMOX, host and server
management, and task automation using Ansible, secrets management using
Hashicorp Vault, and also I configurated a Docker environment for easier
application deployment.
Programming assistant
Universidad ded Antioquia
Aug 2018 - Sep 2018(2 months)
- Systems and network support
- Software development
I participated in web application development projects using Node.js and Angular, operative systems image creation using F.O.G tool, Bash scripting for
hosts management, support to the Laboratorio Integrado de Sistemas network, and the laboratory itself.
Monitor
Universidad ded Antioquia
Jan 2018 - Jul 2018(7 months)
- Content selection, edition of teaching material, preparation of workshops, and masterclasses for the Lógica y Representación I course.
Content selection, edition of teaching material, preparation of workshops, and masterclasses for the Lógica y Representación I course.
Education
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Bachelor of Engineering Systems Engineering
Universidad ded Antioquia
Feb 2016 - Jun 2022(6 years 5 months)
Projects
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I
Data UdeA
In2Lab, Universidad ded Antioquia
Mar 2020 - Apr 2021(1 year 2 months)
- Prediction of postgraduate students’ graduation semester and
academic desertion for the Data UdeA project in collaboration with
In2Lab research group.
- Feature engineering, model training and validation to predict postgraduate students’ graduation semester and academic desertion
Awards
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Finalist of the Olimpiadas del Conocimiento, Medellín
Institución Educativa Yermo y Parres
Oct 2014
Publications
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A comparative analysis of training schemes for voice style transfer in Spanish