You're seeing this page as if you were . The main menu is still yours, though. Exit from immersion
Reda E.RE

Reda E.

Backend / DevOps / GPU AI inference

€360/day
Madrid, ES
8-15 years

Average response time: 1 hour

About Reda

Ingeniero de software con más de 9 años de experiencia en la creación de aplicaciones escalables y de alto rendimiento utilizando Python, .NET y tecnologías nativas de la nube en AWS, GCP y Azure y usando GPU plataformas RunPod y Vast.ai

🔷 Competencia avanzada en el diseño de software con un enfoque de microservicios y experiencia en la implementación de API RESTful con procesamiento de tareas asíncronas y flujos de trabajo distribuidos utilizando Celery, RabbitMQ y Redis para mejorar la capacidad de respuesta del sistema y gestionar cargas de trabajo de alta concurrencia, al tiempo que se aprovecha Docker/podman/containerd para la contenedorización y Kubernetes/OpenShift para la orquestación.

🔷 Dominio en la implementación y gestión de infraestructura en la nube, implementando canalizaciones CI/CD utilizando Jenkins/Gitlab CI/Github Actions/CodePipeline

🔷 Experencia en ajuste y optimización de bases de datos, con amplia experiencia en PostgreSQL, Elasticsearch, OpenSearch y DragonFly para ofrecer sistemas de alto rendimiento.

🔷 Experencia en arquitecturas de streaming en tiempo real, utilizando Kafka y Spark para procesar y analizar de forma eficiente flujos de datos masivos.

🚀 ¡Construyamos juntos algo increíble!
  • English

    Native or bilingual

  • French

    Native or bilingual

  • Spanish

    Fluent

Can work on-site
Madrid (up to 50km), Madrid (up to 50km), Barcelona (up to 50km), Valencia (up to 50km), Sevilla (up to 50km)

Experience

  • Yacodata
    Software / DevOps Consultant Engineer
    MEDICAL
    January 2021 - Today (5 years and 5 months)
    Sevilla, Spain
    Master Proficiency with Cloud Automation DevOps:
    • Designing software architecture and deployment of .NET/Python/Java microservices applications using containerization on cloud providers.
    • Achieving security automation and orchestration – DevSecOps - completing security compliances for SOC 2 certification. Advanced proficiency in Restful APIs: Developed and deployed scalable backend APIs applications using FastAPI and optimized PostgreSQL connections for high performance. Master Proficiency with ETL pipeline: Using Kafka for real-time data streaming and Spark for distributed processing feeding data into Elasticsearch. Advanced Proficiency with databases management and performance tuning: PostgreSQL, OpenSearch, Hazelcast, Cassandra. AI training: Trained model distributed multi-GPU using PyTorch's distributed training CUDA and NCCL optimized inter-node
    • Sectors covered: Healthcare, Financial services, Wearable products, Legal services, Sports prediction.
    Python DevOps AWS Terraform GPU
  • National Energy Company, Morocco
    Data Scientist / Energy
    October 2018 - December 2020 (2 years and 2 months)
    Drafting of safety requirements and technical specifications related to the experiments
    impacting the safety of the operations of an electricity power plant.
    Tasks automation using python and data visualization of monthly operations performances
    metrics.
    Building data visualization dashboards for following up physical parameters variations:
    Power, Temperature, Pressure, Hours of operation.

Recommendations

Be the first to recommend Reda

Help this freelancer shine by sharing your experience working together.

These freelancer profiles also match your criteria

AgathaA

Agatha Frydrych

Backend Java Software Engineer

4.7

(3)

2

BaptisteB

Baptiste Duhen

Fullstack developer

4.6

(4)

5

AmedA

Amed Hamou

Senior Lead Developer

4

(2)

7

AudreyA

Audrey Champion

Web developer

4.3

(3)

4

Education

  • Certified Associate in Python Programming certification IBM Data Science Certificate
    PCAP
    Certified Associate in Python Programming certification IBM Data Science Certificate
  • Engineer diploma
    ENSEIRB Bordeaux
    2011
    Engineer diploma

Skill set

Categories