Alpine Data Systems

Proficient engineer with more than 10 years of experience in the data, I can help you to build complex and resilient systems. From data engineering to models deployment through machine learning engineering, I worked on every step of a data science project.

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Activities

MLops/DevOps

Cloud architecture

Data engineering

DevOps

"DevOps is like a high-speed DJ remixing the collaboration between software development and IT operations into a seamless dance party of continuous deployment."

Jimmy Savile - 1943

I can assist you with complete CI/CD pipelines and flow:

Code quality checks (linting, typing, intensive tests, etc)
Application containerization
Application deployment (on-prem, K8s, Cloud, etc)

MLops

"MLOps is the techno-wizardry that combines the power of machine learning with the precision of operations, sprinkling automation and scalability for enchanting AI performances."

Severus Snapes - 1997

Operations for machine learning and data science:

Pipelines for model training, testing, deployment
Model versioning and results visualization
Integration of models and APIs

Cloud architecture / SRE

"Cloud architecture is like building a virtual city in the sky, where data highways and digital skyscrapers create an ethereal metropolis for storing and processing information."

ChatGPT - 2024

I build scalable, secure and modern software:

Multi cloud providers (GCP, AWS, etc)
Implementing robust Identity and Access management
Efficient migration from on-premises applications to the cloud

Data / model engineering

"Data engineering is akin to mining raw gems, while model engineering is the art of cutting, polishing, and setting these gems into dazzling AI jewelry."

Thomas Walsh - 1870

Clean data, intelligent models, and well-designed databases:

Applicable to research and various industries
Effective management of databases
Development of efficient and rapid data pipelines

Other skills

Research paper writing

Authored 16 research papers (as the primary author or collaborator)

Patent design

Holder of 3 patents related to data processing or system representation

Bioinformatics

Graduated in biology in a previous life, retaining understanding in the field

Server or computer maintainance

Experience in Linux clusters management and Windows Active Directory

Web programming

Capable of handling small website projects, though not an expert

Contact

Want to talk about a project, a mission, an idea, or just have a coffee?