Experiences

Capitole Consulting

Jan 2025 - Present

Remote

Capitole Consulting is an IT consultancy specializing in software development, AI, cybersecurity, and digital transformation, with presence across Europe.

MLOps Engineer

Jan 2025 - Present

Responsibilities:

Design and manage scalable ML infrastructure on Google Cloud Platform.
Define and maintain Infrastructure as Code using Terraform for reproducible and automated environment setup.
Deploy and orchestrate ML models in production using Docker, Kubernetes, and Kubeflow.
Implement robust monitoring solutions for models and pipelines using Datadog, Prometheus, and Grafana.
Build and maintain MLOps pipelines leveraging MLflow, ZenML, and Kubeflow Pipelines to streamline model lifecycle management.
Develop CI/CD workflows specifically tailored to ML development using tools such as GitHub Actions and ZenML.
Create and optimize data preprocessing and training scripts using Python and Bash, improving pipeline efficiency and reproducibility.
Work extensively with ML frameworks and libraries such as TensorFlow, PyTorch, Scikit-learn, and KFP to support model development and deployment.

Simon Electric is a Barcelona-based company specializing in low-voltage electrical components, offering products such as switches, sockets, lighting solutions, and electric vehicle charging systems, with a presence in over 90 countries worldwide.

Global Senior Data Engineer / DataOps

Jul 2022 - Jan 2025

Responsibilities:

Design and implement LLM solutions with langchain, GPT-4 API and ChainLit.
Monitoring and support for Data & AI systems incidents.
Design and implementation of DAGs with Composer and data pipelines with Apache Beam/Dataflow for ELT processes.
Design and development of CI/CD to ensure seamless AI/data lifecycle management.
Design, creation, and maintenance of infrastructure in Google Cloud (Composer, BigQuery, Cloud Storage, Dataflow, Cloud Functions) and AWS.
Conducting regular updates on Google Cloud services, including managing Composer images, Dataflow SDK, and Docker containers.
Evaluation and improvement of resource use to maximize effectiveness and minimize costs.
Maintenance of the Data team’s code repositories in GitLab and responsible for the development flow using CI/CD techniques.
Collection and analysis of technical requirements for the efficient setup of virtual machines and clusters using IaC tools.
Innovation and exploration of new technologies to assess their integration within Simon’s data ecosystem, including POCs of machine learning models.
Responsible for the administration and management of permissions in Google Cloud projects.
Design and implementation of security policies and data backups in Cloud Storage with Cloud Functions and Composer.

Sycai Medical

Sep 2021 - Dec 2021

Barcelona, Spain

Barcelona-based healthtech startup developing AI-powered software to help radiologists detect and assess abdominal lesions for early cancer diagnosis.

Machine Learning Intern

Sep 2021 - Dec 2021

Responsibilities:

Develop different model versions to resolve a supervised categorical problem for pancreatic cancer detection with computerized axial tomography image data.
Assist to weekly meetings with the CTO and the Senior Deep Learning Engineer to check the progress and resolve incidences.

Basetis

Mar 2021 - Jul 2022

Barcelona, Spain

Tech consultancy specializing in AI, software, and data solutions.

Data Engineer

Jun 2021 - Jul 2022

Responsibilities:

Database Management in Google BigQuery and PostgreSQL, including the creation of data models and automated SQL processes.
Creation of extractors to integrate into Airflow to get data from different sources with Python.
Creation of automated scripting using bash to manage AWS services.
Design data models and implement them in Microsoft Power BI.

Data Analyst / Data Engineer

Mar 2021 - Jun 2021

Responsibilities:

Transform and execute data quality rules to raw data with SQL in MySQL database.
Design and implement Google Data Studio Dashboards.
Design and creation of BigQuery views and tables.
Extraction, analysis and transformation of Google Analytics (UA and GA4).

PUE

Apr 2018 - Mar 2021

Barcelona, Spain

ICT training and certification company focused on leading technologies.

Backend Software Engineer

Apr 2018 - Mar 2021

Responsibilities:

Maintain and create main tables for web application variance in Microsoft SQL Server
Implement stored procedures usging SQL in Microsoft SQL database.
Construct data marts from our database using SQL.
Design and implement dashboards using data marts from our database.
Design and implement the backoffice with C# and ASP.Net from different internal and external web applications.
Create, maintain and test different data end-points with Python.

Hi, I am Adrián

Adrián Chamorro

MLOps Engineer at Capitole | AI & Data enthusiast

Skills

Kubernetes

Docker

MLflow

Kubeflow

Apache Airflow

Python

Tensorflow

Prometheus & Grafana

GitHub Actions

Experiences

Capitole Consulting

MLOps Engineer

Responsibilities:

Simon Electric

Global Senior Data Engineer / DataOps

Responsibilities:

Sycai Medical

Machine Learning Intern

Responsibilities:

Basetis

Data Engineer

Responsibilities:

Data Analyst / Data Engineer

Responsibilities:

PUE

Backend Software Engineer

Responsibilities:

Education

Universidad Internacional de la Rioja

Master's degree in Artifical Intelligence

Taken Courses:

Universitat Autònoma de Barcelona

Engineer's degrees in Computer Engineering

Taken Courses:

Thesis:

		Universidad Internacional de la Rioja 2021-2024 Master's degree in Artifical Intelligence Taken Courses: Natural Language Processing Computer Vision Machine Learning Techniques Automated Reasoning and Planning Neural Networks and Deep Learning Unsupervised Machine Learning Elective or Internship in Companies
		Universitat Autònoma de Barcelona 2016-2020 Engineer's degrees in Computer Engineering Taken Courses: Algebra Software Design Distributed Systems Network Infrastructure and Technology Information and Security Management Fundamentals of Information Technology Robotics, Language and Planning Project Management Information Systems Advanced Internet Technologies Web Systems and Technologies Fundamentals of Computing Electricity and Electronics Fundamentals of Engineering Calculus Business Organisation and Management Fundamentals of Computers Programming Methodology Discrete Mathematics - Statistics Computer Organisation Operating Systems Programming Lab Databases Computer Architecture Networks Artificial Intelligence Software Engineering Information and Security Thesis: Named: "Malware Detection with Machine Learning" Grade: 9.7 Mentored by: Ana Oropesa Física ( in LF Big Data & AI team)