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Alejandro Maldonado is listed as Sr. Data Scientist - Machine learning at Freelance, based in Mexico City Metropolitan Area, Mexico. AeroLeads shows a matched LinkedIn profile for Alejandro Maldonado.
Alejandro Maldonado previously worked as Sr. Machine learning engineer at Nubank and Sr. Data Scientist - Machine learning engineer at Kavak.Com. Alejandro Maldonado holds Master'S Degree, Computer Science from Universidad Nacional Autónoma De México.
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.
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- 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.
- 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.
Mexico 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.
- 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.
Mexico 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.
Mexico 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.
Mexico City, Mexico
- Integrated AI-based autonomous agents into military simulations, enabling real-time decision-making.- Built visual tools for agent behavior monitoring.
Federal 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.
Mexico 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
Xalapa, Veracruz, Mexico
Layout and creation of an educational game to support deaf literacy (Jquery, javascript, bootstrap).Refactoring of the academic websites (HTML, CSS).
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Alejandro Maldonado works for Freelance.
Alejandro Maldonado is listed as Sr. Data Scientist - Machine learning at Freelance.
Alejandro Maldonado is based in Mexico City Metropolitan Area, Mexico while working with Freelance.
Alejandro Maldonado has worked for Freelance, Nubank, Kavak.Com, Laboratorios De Especialidades Inmunológicas, and Iimas - Instituto De Investigaciones En Matemáticas Aplicadas Y Sistemas.
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Alejandro Maldonado holds Master'S Degree, Computer Science from Universidad Nacional Autónoma De México.
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