Habilidades profesionales (24)
Juan en pocas palabras
IT Professional with 7+ Years of Diverse Experience
As an IT professional with over seven years of experience, I have established myself as a technical leader in the realms of DevOps, MLOps and Cloud Architecture.
My career is marked by a consistent record of driving complex projects to success in high-profile companies.
With a deep commitment to technical excellence, I blend advanced skills in Python, PyTorch, and transformative AI technologies with insights in systems architecture and cloud solutions.
Recognized as an authority in Kubernetes, holding all relevant certifications, and proficient in Terraform for both Azure and AWS, I am distinguished by my ability to optimize operations and implement robust, scalable systems.
Technical Expertise:
-Advanced Programming Skills:Exceptional proficiency in Python.
-Machine Learning Operations (MLOps):Extensive experience in implementing MLOps practices, streamlining the lifecycle of machine learning models from development to deployment.
-AI & Deep Learning:Deep knowledge in PyTorch and transformers, utilizing cutting-edge techniques for generative AI.
-Containerization & Cloud:Skilled in Docker, Kubernetes; holding all Kubernetes certifications.
-Infrastructure as Code:Expert-level proficiency with Terraform, focusing on Azure and AWS providers.
-Data Engineering:Proficient in using Databricks for big data processing.
-Version Control & CI/CD:Deep knowledge of GitLab and Azure DevOps; expert in Git, and GitHub Actions for code integration and deployment processes.
-Mentorship & Education:Shared deep technical expertise through bootcamps.
Certifications:
- All Kubernetes certifications by the Linux Foundation.
- Debian Systems Administrator by the Linux Foundation
-Docker Certified Associate (DCA).
- Azure solutions architect.
- Azure devops engineer
- Azure administrator
- Azure data engineer
- AWS professional architect.
Experiencia
- OrangeSr MLOpsTELECOMUNICACIONESmarzo de 2019 - Hoy (6 años y 1 mes)Madrid, EspañaDevelopment and Optimization of AI Models for Marketing:- Designed and deployed advanced marketing optimizers, significantly enhancing campaign efficiency.- Implemented and maintained GitOps processes, optimizing team collaboration and efficiency in code versioning.- Provided training and guidance to colleagues on effective use of Kubernetes (k8s).Backend Development and Process Automation:- Developed the necessary backend for automating and deploying AI models, improving operational efficiency.- Automated processes, reducing deployment time and enhancing system reliability.Technical Mentorship in Python:- Served as a technical reference in Python, solving complex problems and improving code quality within the team.- Offered mentorship and training to team members, elevating the technical level of the team.Highlighted Technical Skills:- Programming Languages: Python- Tools: Python, Git, Kubernetes (k8s), AWS, Spark- Areas of Specialization: Machine Learning Operations (MLOps), DevOps, Backend, Deep Learning
- ZürichLead Devops Engineer / Cloud arquitectBANCA & SEGUROSabril de 2022 - Hoy (3 años)As the Lead Technical DevOps Engineer at Zurich Insurance, I have been pivotal in optimizing and maintaining the technological infrastructure crucial for the company's financial operations. My role has focused on technical leadership and architectural responsibilities within Azure-based environments.-Architecture and Deployment in Azure:- Designed and implemented robust, scalable architectural solutions using Azure, enhancing the infrastructure of the financial platform.- Managed complex infrastructure deployments with Terraform, optimizing cloud service delivery and maintenance.- Oversaw a multi-environment Azure architecture encompassing over 10 environments, ensuring seamless integration and scalability.-Azure DevOps Management:- Administered Azure DevOps for all related projects, developing and maintaining efficient pipelines for continuous integration and delivery.- Coordinated continuous integration and deployment, significantly improving development efficiency and agility.-Cost Control and Alerting:- Monitored and optimized operational costs in Azure, ensuring efficient resource utilization.- Implemented basic alert systems to ensure maximum system availability and performance.-Scripting and Reporting Tools:- Extensive use of Bash scripting for developing reporting tools, enhancing data analysis and operational reporting capabilities.
- ImaginaLead Backend and DevOps EngineerENERGÍAenero de 2023 - diciembre de 2023 (11 meses)-Backend Leadership and Development:- Employed deep expertise in Python to develop and maintain a versatile and efficient backend system.-DevOps and Deployment Management:- Orchestrated DevOps practices, significantly enhancing deployment processes using Terraform on AWS.- Designed and implemented scalable cloud architectures, optimizing performance and reliability.-Cost Reduction and Efficient Architecture:- Successfully reduced operational costs by designing and implementing cost-effective solutions.- Established a system of APIs using Python on AWS Lambda, achieving both cost efficiency and high performance.-Code Analysis and Team Guidance:- Conducted thorough code analysis of team members’ contributions, ensuring high standards of code quality and consistency.- Played a pivotal role in defining organizational practices in alignment with the CIO's vision, enhancing the overall workflow and productivity.-Web Portal Management:- Managed and maintained the company’s web portal, ensuring continuous uptime and optimal performance.
4 recomendaciones externas
AP
SD
AG
JZ
Alfredo Pérez y 3 otras personas recomiendan a Juan
27/2/2019
El proyecto de data science que realizó se basó en un sistema de recomendaciones para maximizar las ventas dentro de diferentes webs.
El proyecto tuvo una duración de dos meses y el trato de Juan fue de un auténtico profesional. El proyecto salió satisfactoriamente y el volumen de ventas de la empresa empezó a crecer de una manera potencial desde entonces.
El proyecto tuvo una duración de dos meses y el trato de Juan fue de un auténtico profesional. El proyecto salió satisfactoriamente y el volumen de ventas de la empresa empezó a crecer de una manera potencial desde entonces.
21/2/2019
Proyectos de visión artificial relacionados con la seguridad.
Hizo el trabajo extraordinariamente bien y con la velocidad que necesitábamos.
Contentos con su trabajo, le encargamos otro como data scientist, que consistía en la detección de diabetes. De nuevo, cumplió con unos resultados sobresalientes.
Lo recomiendo encarecidamente.
Hizo el trabajo extraordinariamente bien y con la velocidad que necesitábamos.
Contentos con su trabajo, le encargamos otro como data scientist, que consistía en la detección de diabetes. De nuevo, cumplió con unos resultados sobresalientes.
Lo recomiendo encarecidamente.
Formación
- MatemáticasUniversidad complutense de madrid2017
- Machine Learning EngineerUdacity2018El Nanodegree de Udacity sobre machine learning. Bastante interesante y de nivel medio.
- Certificado arquitecto soluciones profesional AzureAzure2021Arquitectura de soluciones en la nube de Azure. Conocimiento de todas sus herramientas, saber arreglar cualquier error y un conocimiento general para saber qué técnicas aplicar en cada situación.
Certificados
- Arquitecto soluciones AzureMicrosoft Azure2021
- Data engineer Azure AssociateMicrosoft Azure2020