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Omar Álvarez Fres

Omar Álvarez Fres

AI Engineer

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Technologies

My Portfolio Highlights

My New Track

Text Mining

My New Course

Introduction to Python

My New Track

Text Mining

AI and Software Enginner

My Work

Take a look at my latest work.

course

Introduction to the Tidyverse

course

Introduction to Python

course

Intermediate Python

course

Introduction to the Tidyverse

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Intermediate Python
Introduction to the Tidyverse
Introduction to Importing Data in Python

My Work Experience

Where I've interned and worked during my career.

Data Luminosa | Jul 2024 - Present

CEO and CTO

We are a non-profit organization composed of professional volunteers (Software Engineers, Data Scientists, Investigative Journalists, and Ethical Hackers) specializing in software engineering, data processing and Data Science. Our sole objective is to publish relevant data for citizens in an accessible and informative manner. We do this voluntarily and out of a sense of duty, guided by ethical principles.
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CTIC Centro Tecnológico | Jul 2023 - Jul 2024

R&D Computer Scientist, Artificial Intelligence Engineer (Advanced AI & Analytics)

N/A

Airbus Defence and Space | Jan 2022 - Jul 2023

Software Architect - ISR Mission Systems

N/A

Abacum | Sep 2021 - Dec 2021

Data Lead

N/A

Analytika | Mar 2017 - Aug 2021

Data and AI Lead

· Designed and developed Customer Segmentation models and AI algorithms. · Architected all new data infraestructure and data models for supporting millions of customers . · Improved the time performance of Customer Data Analysis processes from weeks to minutes. · Refactored SQL Databases (+6000 tables) and queries for better system performance and improving data accuracy. · Created a segmentation engine for clustering clients in promotional campaigns. · Refactored a legacy code (+100000 lines of code, mainly in Java) for improving scalability, maintainability and performance. · Reimplemented all ETL processes for fast integration with new clients according to standards for the Retail industry. · Redesigned a new software product (UX, Front and Back) for creating promotional campaigns and to improve the competitiveness of Analytika in the market. · Created new dimensional models for answering main questions of the bussiness as KPIs and to support Bussiness Intelligence system. · Designed bots for algorithmic trading in the crypotmarket (mainly bitcoin). Main technologies: Amazon Redshift, AWS Lambda, AWS Step, AWS S3, AWS CloudFormation, Kinesis, PostgreSQL, Serverless Framework, Amazon Quicksight, Pentaho BI, Pentaho Data Integration, Boto3, PySpark, Scikit- learn, Airflow, Spring Boot, Angular 7, R, Python 3, Java 8, Jira, Event-driven serverless computing.

Analytika | Nov 2016 - Mar 2017

Software Architect

N/A

Deimos Space | Dec 2012 - Nov 2016

Senior Project Engineer

· Architected and optimized data pipelines for processing earth observation data. · Design and development of software visualization tools for Spatial Mission Analysis as Full Stack Software Engineer at the same time being the driving force of new Earth Observations products. · Design and Development of Monitoring Facilities Systems, Specifications and Technical documentation in Aerospace, Defense and Earth Observation Systems. Information Analysis and Processing tasks based on aerospace structured data (European Space Agency and Open GIS Consortium standards). Software Engineer of Data Reporting Engines in Earth Observation Systems.

University of Oviedo | Oct 2009 - Jan 2012

Lead Software Architect and Development Manager

Design and development of interoperability systems based on XML technologies, Linked Data and Service Oriented Architectures. Specification of Communication Protocols and Artificial Intelligence systems. Publication of Research papers in relevant Software Engineering and Robotics Journals. Specification of European FP7 proposals. Management of the software development team in International Research and Development projects.

Universidad de Oviedo | Sep 2008 - Jan 2009

Research Software Engineer

Software Development for Embedded Systems and Robots. Design and Development of Multimodal Interfaces for Service Robots, drivers for Embedded Systems and software based on Business Process. Research and Software Support for Applied Research projects.

Universidad de Oviedo | Sep 2007 - Sep 2008

Fellowship of IT Systems

Servers and Computer equipment administration. Web development and Content Management System.

My Education

Take a look at my formal education

Master of Science - MS, OptimizationUniversidad Nacional de Educación a Distancia (UNED) | 2024
Deep Learning, Artificial IntelligenceUdacity | 2021
Master of Science (M.Sc.), Biostatistics and BioinformaticsUniversitat Oberta de Catalunya | 2017
Master of Engineering (M.Eng.), Web EngineeringUniversidad de Oviedo | 2011
Bachelor of Science (BSc), Computer ScienceUniversidad de Oviedo | 2009

About Me

Omar Álvarez Fres

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