Experienced Machine Learning Engineer with over 6 years of experience in artificial intelligence, machine learning, and deep learning, complemented by an additional 2 years as a developer. I hold a Master's degree in Computer Science and Engineering from UNAM and a Bachelor's degree in Computer Science from Universidad Veracruzana. My experience includes developing and implementing AI models in production environments, with a strong foundation in software development and cloud technologies. Expert in utilizing advanced AI techniques to solve complex problems and improve operational efficiency in diverse environments.
Freelance
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Sr. Data Scientist - Machine LearningFreelance Sep 2023 - Present- Develop image segmentation and classification models to automate laboratory test result processing.- Lead the deployment of machine learning models employing a Python-based technology stack, building web interfaces and connecting them with internal systems to enhance workflow efficiency.
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Sr. Machine Learning EngineerNubank May 2022 - Aug 2023- Led the deployment of credit card approval models of users in Mexico.- Created an automated pipeline workflow in Kubeflow for feature selection, cutting model development time.- Facilitated the integration of Mexico and Colombia credit card approval processes into the global framework, ensuring correct operation and improving scalability. -
Sr. Data Scientist - Machine Learning EngineerKavak.Com Jun 2021 - May 2022Mexico City, Mexico- Led the machine learning operations team involved in different projects related to the internal Kavak’s operation process.- Improved internal ML architecture for deployment models based on AWS cloud.- Deployed models in production, including monitoring and alerts. -
Data Scientist - Machine Learning EngineerKavak.Com Oct 2020 - May 2021- Improved pricing models through feature engineering and feature selection.- Refactored cloud-based legacy projects, deployed new ML projects to production and developed an OCR framework utilized across different OCR internal projects.
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Data ScientistLaboratorios De Especialidades Inmunológicas Dec 2019 - Mar 2020Mexico City, Mexico- Developed a system to create high-resolution interpolated hybrid images using cutting-edge deep learning techniques.- Designed machine learning solutions for image super resolution and image inpainting. -
Data Scientist - Machine Learning EngineerFreelance Oct 2019 - Dec 2019Mexico City, Mexico- Developed high-resolution interpolated hybrid images using cutting-edge deep learning techniques.- Designed machine learning solutions for image quality improvement and panoramic image prediction.
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Software EngineerIimas - Instituto De Investigaciones En Matemáticas Aplicadas Y Sistemas Jul 2019 - Aug 2019Mexico City, Mexico- Integrated AI-based autonomous agents into military simulations, enabling real-time decision-making.- Built visual tools for agent behavior monitoring. -
Data Scientist - Machine Learning EngineerIimas - Instituto De Investigaciones En Matemáticas Aplicadas Y Sistemas Mar 2019 - Jul 2019Federal District, Mexico- Designed and implemented lightweight architectures for audio source separation using deep learning.- Deployed models to production with RESTful services, enhancing real-time audio capture systems.
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Software EngineerIimas - Instituto De Investigaciones En Matemáticas Aplicadas Y Sistemas Aug 2018 - Feb 2019Mexico City, Mexico- Improvements in time responses and implementation of a framework to create event-driven behaviors in the system.- Refactoring and optimization of different modules for an actions simulator- Creation of a framework to allow autonomous event-driven behaviors
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Software EngineerUniversidad Veracruzana Aug 2014 - Feb 2015Xalapa, Veracruz, MexicoLayout and creation of an educational game to support deaf literacy (Jquery, javascript, bootstrap).Refactoring of the academic websites (HTML, CSS).
Alejandro Maldonado Education Details
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Computer Science -
Bachelor
Frequently Asked Questions about Alejandro Maldonado
What company does Alejandro Maldonado work for?
Alejandro Maldonado works for Freelance
What is Alejandro Maldonado's role at the current company?
Alejandro Maldonado's current role is Data Scientist - Machine learning engineer.
What schools did Alejandro Maldonado attend?
Alejandro Maldonado attended Universidad Nacional Autónoma De México, Universidad Veracruzana.
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Alejandro Maldonado
Mexico City, Mexico5hotmail.com, hotmail.com, athum.com, lyft.com, flow.studio1 (844) 2XXXXXXX
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Alejandro Maldonado
Guadalajara, Jal -
Alejandro Maldonado
Mexico City, Mexico -
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