Juan Pablo Cadavid

Juan Pablo Cadavid  new_releases

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A.I. And Machine Learning Developer
Colombia
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Résumé

Jobs verified_user 0% verified
  • n
    Solutions Architect
    nformal
    Jul 2024 - Dec 2024 (6 months)
    As a Solutions Architect, I was responsible for designing and implementing scalable solutions that met client needs while ensuring system integrity and performance. I collaborated closely with cross-functional teams to gather requirements and translate them into technical specifications. Additionally, I built data pipelines to automate HR processes, which streamlined operations and improved efficiency. This experience in automation, although initially deemed non-relevant, played a crucial role in enhancing the overall functionality of the solutions I developed.
  • N
    Artificial Intelligence Engineer public Remote experience
    Nolatech
    Mar 2023 - Current (3 years 5 months)
    Montaje de diferentes aplicaciones usando inteligencia artificial, desde ChatGPT a generación de voces e imágenes. Construcción de bases de datos SQL y NoSQL para uso de funciones de memoria como (Retrieval Augmented Generation) RAG. Además, desarrollé pipelines de datos y monté modelos de IA containerizados, utilizando Docker y arquitecturas de microservicios, lo que permitió una implementación más eficiente y escalable en instancias de Kubernetes. También integré Node.js y REST API para facilitar la comunicación entre servicios, y apliqué principios de automatización sostenible para optimizar los procesos de desarrollo y despliegue.
  • ModSquad
    Team Lead - Real Time Operations Manager public Remote experience
    ModSquad
    Jul 2021 - Sep 2022 (1 year 3 months)
    - Managed real-time operations, ensuring seamless service delivery and prompt issue resolution. - Provided support to fellow moderators, assisting them with any challenges or uncertainties they faced. - Responded to customer inquiries through chats, tickets, and emails, maintaining high levels of customer satisfaction. - Monitored trends and identified ongoing issues proactively, preventing potential problems for clients. - Handled data transformation and visualizations primarily using Power BI, Excel, and Python, enhancing reporting accuracy and insights. - Implemented invoice automation processes, streamlining data importation and ticket creation in Zendesk based on legacy data, which improved operational efficiency.
Education verified_user 0% verified
  • Correlation One
    Data Science for All
    Correlation One
    Feb 2022 - Jul 2022 (6 months)
  • Universidad Pontificia Bolivariana
    Fullstack development
    Universidad Pontificia Bolivariana
    Feb 2021 - Dec 2021 (11 months)
    Titulación: 800 Certified hoursTitulación: 800 Certified hours Certificate in Fullstack development with 800 hours of class-divided in four learning cycles. Cycle 1: Programming fundamentals (Python) Cycle 2: Programming Basics (Java) Cycle 3: Software development (JavaScript-NodeJS-MySQL) Cycle 4: Web development using the MERN stack (MongoDB-Express-React-NodeJS
Projects (professional or personal) verified_user 0% verified
  • Correlation One
    Credit Risk: Predicting a safe and inclusive credit score
    Correlation One
    Feb 2022 - Jul 2022 (6 months)
    - Collaborated with 4 others to build a tool that provides an inclusive credit score for the unbanked population - Built and debugged a data pipeline, then analyzed LendingClub’s banking database composed of 142 columns and 2.3 million rows - Proposed and followed a detailed project plan with weekly meeting to ensure the timeline remained on track - Presented findings trough a Dash web-application and a one page data-folio visualizing results to technical and non-technical audiences
  • I
    Sistema de monitoreo y control en invernadero por medio de las plataformas Raspberry, Xbee, Android y Arduino
    I.E Colegio Loyola para la Ciencia y la Innovación
    Jan 2013 - Nov 2014 (1 year 11 months)
    - It's a project based on integrating several existing softwares and platforms, to create an automated control system for a greenhouse, it measures several variables such as illumination, humidity, ventilation, and temperature and controls them individ
Awards verified_user 0% verified
  • Correlation One
    Gratuated with honors as a Data Science Fellow at Correlation One
    Correlation One
    Feb 2022 - Jul 2022 (6 months)