Jesús Adrian Santamaria Giraldo Ingeniero Electricista

Full-Stack Developer | Machine Learning Engineer

freelance

May 2024 - Current (2 years)

I am responsible for debugging and implementing enhancements in a customized ERP software, significantly improving system stability and functionality. Additionally, I lead the development of APIs for virtual assistants using large language models (LLMs), which has enhanced user interaction by enabling more natural and context-aware responses, thus expanding the capabilities of the assistants.

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Backend Developer | Machine Learning Engineer

beewo S.A.S

Sep 2022 - Apr 2024 (1 year 8 months)

Debugged and enhanced backend functionality for a platform using Ruby on Rails, improving system performance and user experience. Addressed frontend issues and implemented improvements in a React-based platform, enhancing interface responsiveness and functionality. Developed external services in Python on Google Cloud Platform, aimed at enhancing the platform's performance and scalability, ensuring robust and efficient operations. Implemented machine learning models using Scikit-Learn for clustering and classification of data, optimizing data insights and analytics. Developed optical character recognition (OCR) systems to convert different types of documents into machine-readable data, enhancing data processing capabilities. Created a virtu

Project Engineer

ISAGEN

Nov 2021 - Sep 2022 (11 months)

Employed as the electromechanical maintenance contract manager for the power generation plants in the Eastern region (San Carlos, Jaguas, and Calderas). Debugged and enhanced backend functionality for a platform using Django, improving system performance and user experience. Addressed frontend issues and implemented improvements in a React-based platform, enhancing interface responsiveness and functionality. Developed software for optimizing energy generation at the plant, utilizing advanced optimization functions to enhance operational efficiency. Conducted research and experimentation with the implementation of artificial intelligence agents to further improve the optimization process.

Maintenance Coordinator

ISAGEN

Aug 2018 - Nov 2021 (3 years 4 months)

Worked as the manager overseeing a group responsible for medium-voltage electrical network maintenance. Debugged and enhanced backend functionality for a platform using Django, improving system performance and user experience. Addressed frontend issues and implemented improvements in a React-based platform, enhancing interface responsiveness and functionality. Developed software for optimizing energy generation at the plant, utilizing advanced optimization functions to enhance operational efficiency. Conducted research and experimentation with the implementation of artificial intelligence agents to further improve the optimization process.

Technical Drafter

ISAGEN

Mar 2017 - Aug 2018 (1 year 6 months)

Surveying and updating electrical blueprints of the San Carlos hydroelectric power plant by ISAGEN.

Jesús Adrian Santamaria Giraldo

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Jesús Adrian Santamaria Giraldo