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Ciencia de Datos
Como científico de datos, he trabajado en la extracción y análisis de grandes volúmenes de datos, aplicando técnicas avanzadas de machine learning y análisis estadístico. Utilizo Python junto con bases de datos como MySQL para desarrollar modelos predictivos y sistemas de recomendación que optimizan procesos y mejoran la toma de decisiones. Mi enfoque está en crear soluciones personalizadas, con modelos diseñados desde cero para garantizar precisión y adaptabilidad.
Desarrollo de Aplicaciones Móviles
En el ámbito del desarrollo de aplicaciones móviles, he trabajado con Flutter y React Native, lo que me ha permitido crear aplicaciones nativas y multiplataforma. Estas aplicaciones no solo ofrecen interfaces intuitivas, sino que también integran inteligencia artificial para ofrecer experiencias personalizadas, como análisis de comportamiento, recomendaciones contextuales y optimización del rendimiento.
Desarrollo de Aplicaciones Web y de Escritorio
En desarrollo web y de escritorio, tengo experiencia en la creación de sistemas de gestión robustos y plataformas interactivas utilizando tecnologías como JavaScript, PHP, [Node.js](http://Node.js) y Electron. He desarrollado soluciones escalables y seguras que garantizan un rendimiento óptimo y una excelente experiencia de usuario. Me enfoco en la arquitectura modular, lo que permite la integración fluida de nuevas funcionalidades y la expansión sin fricciones.
Modelos de Inteligencia Artificial
Mi sólida experiencia en inteligencia artificial incluye el desarrollo de modelos para tareas como procesamiento de lenguaje natural (NLP), análisis de sentimientos, y automatización de procesos. Utilizo frameworks como TensorFlow y Keras para entrenar modelos optimizados que se ajustan a las necesidades específicas del proyecto, garantizando alta eficiencia y precisión. Estos modelos se integran a soluciones reales, optimizando procesos empresariales o mejorando la interacción con usuarios finales.","canInvite":false,"shouldShowHireMeDialog":false,"sameAsLoggedInCompany":false,"position":"iron","hourlyRate":"CO$ 25.000,00","hourlyWorkedProjects":0,"lastActiveLoginRelativeToUser":"21 Noviembre, 2024 16:40","lastActiveLoginRelative":"Hace 2 horas","registeredSinceRelativeToUser":"24 Septiembre, 2024 17:25","registeredSinceRelative":"Hace un mes","recentBreaches":{"value":0,"label":"0 incumplimientos recientes"},"workerSkills":[{"anchorText":"Data Engineer (Python) (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/data-engineer-python","isCertified":false,"title":"Data Engineer (Python) - Freelancers"},{"anchorText":"Data Science (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/data-science","isCertified":false,"title":"Data Science - Freelancers"},{"anchorText":"JavaScript (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/javascript","isCertified":false,"title":"JavaScript - Freelancers"},{"anchorText":"Arduino (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/arduino","isCertified":false,"title":"Arduino - Freelancers"},{"anchorText":"PHP (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/php","isCertified":false,"title":"PHP - Freelancers"},{"anchorText":"C# (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/c-1","isCertified":false,"title":"C# - Freelancers"},{"anchorText":"MySQL (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/mysql","isCertified":false,"title":"MySQL - Freelancers"},{"anchorText":"Python (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/python","isCertified":false,"title":"Python - Freelancers"},{"anchorText":"Flutter (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/flutter","isCertified":false,"title":"Flutter - Freelancers"},{"anchorText":"HTML (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/html","isCertified":false,"title":"HTML - Freelancers"},{"anchorText":"WordPress (5 a 10 años)","anchorLink":"https://www.workana.com/es/hire/wordpress","isCertified":false,"title":"WordPress - Freelancers"},{"anchorText":"Docker (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/docker","isCertified":false,"title":"Docker - Freelancers"},{"anchorText":"Android (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/android","isCertified":false,"title":"Android - Freelancers"},{"anchorText":"iOS (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/ios","isCertified":false,"title":"iOS - Freelancers"},{"anchorText":"Inteligencia Artificial (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/artificial-intelligence","isCertified":false,"title":"Inteligencia Artificial - Freelancers"},{"anchorText":"Machine Learning (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/machine-learning","isCertified":false,"title":"Machine Learning - Freelancers"},{"anchorText":"Chatbot (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/chatbot","isCertified":false,"title":"Chatbot - Freelancers"},{"anchorText":"React Native (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/react-native","isCertified":false,"title":"React Native - Freelancers"},{"anchorText":"React.js (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/react-js","isCertified":false,"title":"React.js - Freelancers"},{"anchorText":"SQL Server (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/sql-server","isCertified":false,"title":"SQL Server - Freelancers"},{"anchorText":"Firebase (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/firebase","isCertified":false,"title":"Firebase - Freelancers"},{"anchorText":"Internet Security (3 a 5 años)","anchorLink":"https://www.workana.com/es/hire/internet-security","isCertified":false,"title":"Internet Security - Freelancers"}]},{"isHero":true,"profileUrl":"https://www.workana.com/freelancer/fb5e8a91c495350edec981ea8df9e76b","profileLogoUrl":"https://cf.workana.com/logos/94/e77a803f8111e9b70bcd6d6ee283b8/53507834_767610763622932_9134505276555132928_o.jpg","profileName":"Diego A. C. G.","hash":"fb5e8a91c495350edec981ea8df9e76b","roleName":null,"tagline":"CEO Devapps","isVerifiedAgency":false,"rating":5,"ratingLabel":"5 de 5.00","completedProjects":14,"badges":[{"title":"Freelancer hero","size":"small","position":"hero","profile":"","type":"hero"}],"country":{"name":"Colombia","img":"

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","searchLinkUrl":"https://www.workana.com/jobs?country=CO"},"completedProjectsForView":"24","dangerouslyWillBeRenderAsHtml_description":"Ingeniero Electrónico que en los últimos siete años , ha tenido la oportunidad de aprender y comprender el modelo de negocio de soluciones transaccionales , participando de forma activa en la integración de punta a punta de Backend , Frontend y AppMovil para el nicho financiero en sus capas de desarrollo, siendo actualmente desarrollador senior de aplicaciones móviles Multiplataforma y Nativas.
Empezando como desarrollador para soluciones transnacionales presenciales en datafonia de la marca Ingenico. Adquiriendo con esto conocimientos en la implementación de estándar EMV para autenticación de pagos de tarjetas de crédito como débito, también implementación de mensajería ISO 8583 y sus respectivas nomas de seguridad PCI.
Esta experiencia me permitió avanzar al cargo del líder de calidad, donde además de organizar al equipo de trabajo para realizar los test de prueba en los desarrollos, me permitió ver desde otra perspectiva, ya no como desarrollador, la importancia del la Calidad en el software y las diferentes herramienta que se pueden utilizar para QA. Tales como TestLink, para la creación y ejecución de casos de prueba, Mantis, para seguimiento interno para reporte de bugs y OTRS, para reporte de clientes externos de incidencias en desarrollos terminados y en etapa de producción.
Debido a mis estudios en lenguajes como Objetive-C en IOS y Java para Android, y conocimientos del negocio, forme parte del equipo del área de I & D, como desarrollador e investigador, donde se buscaba migrara las soluciones transnacionales aun entorno de Apps móviles, Investigando y probando diferentes sabores de lenguajes, no limitándonos a lenguajes Nativos sino también viendo la posibilidad de lenguajes híbridos para desarrollo móvil, basados en Cordoba Angular, HTML5,CCS3 y Ionic entre otros.
Gracias al resultado de estas investigaciones logre el cargo de lider de desarrollo móvil, con un equipo que poco a poco se fue entrenado, no solo en el desarrollo de apps para iOS y Android sino también desarrollos de lado del backend, implementado Arquitectura SOA con la Suit de WSO2. En lenguaje Java, del lado del FrondEnd implementación con framework Angular, servicios REST secularizados con OAUTH 2 y teniendo en cuenta recomendaciones del TOP TEN de OWASP, desarrollos realizados con buenas practicas de programación, arquitectura modular que permite un bajo acoplamiento y un alta escalabilidad ademas, trabajo colaborativo, basado en repositorios como SubVersion y Git.
Para este nuevo reto de dirección me prepare con responsabilidad tomando la especialización de Arquitectura de Software, a analizando los procesos en el área, las implementaciones de solucione transnacionales, se encuentran en producción tanto en las tiendas de AppleStore como PlayStore.
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