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Data Scientist

I'm resourceful professional with a natural attitude to developing solutions for complex problems trough selection, interpretation and manipulation of the available data bringing high-quality business intelligence solutions to businesses seeking higher efficiency

Currently working as a data scientist / digital transformation specialist by developing and implementing data analyses, data collection systems and other strategies to provide the company with ideas that contribute to the decision-making processes

Marco Ramos

  1. 07/2020 - currently

    Data Scientist / Digital Transformation Specialist

    Comercial Business Unit @ Galp

    • Help formulate a digital vision by working with interdepartmental teams and all relevant stakeholders to drive the implementation of digital capacity within the organization.
    • Work with internal clients to understand the requirements of the business and lead the development of statistical reports and visualizations in Power BI, defining data rules for and KPIs for performance metrics.
    • Apply BI tools and data analysis techniques to develop, test and validate hypotheses to provide practical ideas and recommendations for the business.
    • Perform data mining using basket analysis to provide a better understanding of the retail customers purchasing patterns.
    • Provide customer segmentation models based on their activity to select the best next action.
    • Build and mantained basic ETL pipelines for ingesting data from diverse data sources, including web scraping, while ensuring data quality, using Python, Spark and AWS S3.

  2. 04/2017 - 07/2020

    Reservoir Geologist

    Upstream Business Unit @ Galp

    • Organize and maintain corporate geological and GIS databases, ensuring the integrity and quality.
    • Elaborate decision support packages and value of information exercises to help through decision gates for different projects.
    • Build and implement optimized modelling, uncertainty and sensitivity workflows by developing purpose made routines in various software packages.
    • Plan and execute reservoir studies incorporating different types of data, performing seismic interpretation and build complex structural and petrophysical models.
    • Provide support for Mozambique Rovuma LNG project, by assisting and executing multi-disciplinary field development studies and work as a geoscience focal point for Angola block 14 development projects, following-up on drilling, completion and workovers operations in infill campaigns.

  1. 03/2016 - 03/2017

    Master of Science - Petroleum Engineering

    Heriot-Watt University

    • Master's degree in Petroleum Engineering sponsored by GALP.

  2. 09/2013 - 06/2015

    Master of Science - Geoscience

    University of Coimbra

    • Master's degree in Geoscience specializing in the area of expertise of geological resources.
    • Dissertation for obtaining master's degree: Magnetic Fabrics of the Coentral Plutonite and Boque-Serpins Formation (Beiras Group).

  3. 09/2010 - 06/2013

    Bachelor of Science - Geology

    University of Coimbra

    • Bachelor's degree in Geology.
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