Juan Diego Castaño Gomez
About
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Machine Learning Engineer at Expert Intelligence
Pereira, Risaralda, Colombia
Résumé
Jobs
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Senior Machine Learning Engineer public Remote experienceXebiaJan 2025 - Current (1 year 4 months)- Machine Learning EngineerMarvikAug 2023 - Jan 2025 (1 year 6 months)Working as a Machine Learning engineer applying state of the art deep learning models and research for developing commercial AI applications in fields such as computer vision. Responsibilities in the role: * Taking state of the art DL research papers and developing AI models with high accuracy and production level code. * Deploying the model for production use: constructing API's, necessary pipeline architectures and other integrations for the constructed AI to be part of a bigger system. * Integrating the knowledge acquired in each client's individual project into developing the company's base product with one goal: making AI easy and usable both for experts and common users.
- EMachine Learning EngineerExpert intelligenceJan 2022 - Aug 2023 (1 year 8 months)- Working as a Machine Learning engineer applying state of the art deep learning models and research for developing commercial AI applications in fields such as computer vision. - Taking state of the art DL research papers and developing AI models with high accuracy and production level code. - Deploying the model for production use: constructing API's, necessary pipeline architectures and other integrations for the constructed AI to be part of a bigger system.
- ESoftware Engineer public Remote experienceEntidades Prestadoras del Servicio de Extensión AgropecuariaJan 2022 - Jun 2022 (6 months)Implemented a Whatsapp Chatbot system for 150.000 Colombian farmers (traffic with more than 1 million messages weekly) with complex conversational flows represented in DAGs. Responsabilities in the job: * Responsible for making the WhatsApp bot's conversational flows * Integrating the provider's platform with the project's database through APIS, using Javascript ES06, and HTTP request's load stress balancing.
- Software EngineerDataiFXJan 2021 - Sep 2021 (9 months)- Working as a Software Engineer in web projects for high positioned financial companies (such as Banks) in the country in .NET technologies, such as C#, and Angular. - Knowledge in Javascript, CSS and HTML working under SCRUM work methodologies.
- Software Development AnalystDataiFXNov 2020 - Jan 2021 (3 months)- Worked as a Software Development Analyst on a website module for a Colombian financial company in Angular and .NET technologies.
- Machine Learning Engineer in Data Analysis researchUniversidad Tecnológica de Pereira UTPDec 2017 - Dec 2020 (3 years 1 month)The project consists on analyzing the engineering students' academic data in order to identify some factors causing college dropout or late graduation using Decision Trees and graph theory techniques. Role in project: * Despite being a data analysis project, the role is focused on Software * Development, algorithms and server configuration.
Education
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- GMasters in Computer Science (ML specialization) public Remote experienceGeorgia Tech,Jun 2024 - Current (1 year 11 months)
- Ingeniería de sistemas y computaciónUniversidad Tecnológica de Pereira UTPJan 2017 - Dec 2021 (5 years)
Publications
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- Development of a relevance index for the subjects in a study plan - Case study: Systems and Computer EngineeringUniversidad Tecnológica De PereiraFeb 2019