My Skills

    I am a back-end systems specialist and data expert. I also have experience as a full-stack engineer and can quickly learn new technologies.

    LLM & GenAI Engineering

    As an LLM/GenAI engineer, I can deploy the latest open-source LLMs in the cloud or on-premise, design and deploy end-to-end LLM applications and RAG systems.

    I can also optimize inference performance with model quantization and efficient serving, and fine-tune and adapt foundation models to your specific domain and use cases.

    🚀 Deploy the latest open-source LLMs in the cloud or on-premise, as APIs or chatbots

    🧩 Design, architect and deploy end-to-end LLM applications and RAG systems

    📈 Boost your data scientists' productivity with MLOps/LLMOps tools

    ⚡️ Optimize inference performance with model quantization and efficient serving

    ⚙️ Develop MCP servers for your apps

    🎯 Fine-tune and adapt foundation models to your specific domain and use cases

    Frameworks & Tools

    Hugging Face
    vLLM
    MCP
    LangChain
    MLflow
    AWS Sagemaker
    Docker

    DevOps & MLOps

    I can work with your team to shorten and optimize your application lifecycle, and facilitate fast and clean deployments through standardization and automation.

    I'm also able to architect your systems using a cloud provider of your choice (AWS, GCP, Azure, IBMCloud). If you need to deploy CI/CD pipelines in your organization or expose applications as microservices, on-premise or in the cloud, I can do it for you.

    Languages

    Python
    Bash
    YAML

    Frameworks

    Docker
    Drone
    Jenkins
    Terraform

    Data Engineering

    My mission is to ensure that your organization's data is well-prepared, clean, and reliable. I can help you create large-scale data pipelines that may involve pooling many different systems.

    As a data engineer, I can help you choose the right tools for the job and combine them to create solutions that enable your company's business processes with data pipelines.

    Languages

    Scala
    Python
    SQL
    Bash

    Frameworks

    Apache Spark
    Hadoop
    Airflow
    Apache Kafka
    AWS
    Azure
    Looker

    Machine Learning & Data Science

    My mission is to help you understand if and where machine learning can be useful for your business, and to implement the AI models and systems for you.

    As a data scientist, I can help you create data pipelines for machine learning (extraction, cleaning, augmentation) and deploy state-of-the-art models tailored to your problem.

    Languages

    Python
    SQL
    R

    Frameworks

    Keras
    Scikit-learn
    TensorFlow
    OpenCV

    Cyril LAY

    Senior AI Engineer

    © 2026 Cyril LAY. Tous droits réservés.