Professional experience

MANAGER DATA SCIENTIST - PRODUCT

June 1, 2022 - present

Mango, Barcelona, Spain

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  • Manage product squad with 5 data scientists in a fashion retail company.
  • Define strategy and priorities work to influence and impact in the organization.
  • Evaluate team performance and establish development plans.
  • Test the performance of text-2-image algorithms (stable diffusion, Dall-e 2, midjourney) and develop an application to assist designers.

LEAD DATA SCIENTIST - PRODUCT

Jan. 1, 2022 - May 31, 2022

Mango, Barcelona, Spain

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  • Speak with stakeholders to identify high potential initiatives in product area.
  • Implement PoCs to validate methodology viability.
  • Deliver end-to-end solutions in production environment.
  • Implement agile methodology ensuring programming best practices (GitFlow, CI/CD, code review) to improve robustness and maintenance

LEAD DATA SCIENTIST - PRICING

Oct. 15, 2020 - Dec. 31, 2021

Mango, Barcelona, Spain

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  • Develop and maintenance of the price optimization platform defining weekly prices at SKU level.
  • Desing and improve big data architecture.
  • Coordinate the roll-out to new countries and product lines.
  • Evaluate and improve ML models and project architecture.

INNOVATION AREA MANAGER

Jan. 1, 2019 - Oct. 14, 2020

AIA, Barcelona, Spain

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  • Manage data science team of +10 members and oversee all activities ensuring alignment with client requirements and company goals.
  • Agile implementation of PoC to be used in project proposals.
  • Present commercial proposal and negotiate contracts with clients, being key account manager with several clients.
  • Wide variety of projects: text mining, forecasting, recommendation systems, anomaly detection, graph analysis, fraud detection, customer segmentation.

SENIOR DATA SCIENTIST

Feb. 1, 2018 - Dec. 31, 2018

AIA, Barcelona, Spain

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  • Develop data science projects independently, interacting and presenting results to clients.
  • Assist in commercial proposal preparation.
  • Mentoring and coaching of new team members.
  • Develop forecasting projects at differente scales (days vs minutes) and algorithms (GBM vs LSTM).

DATA SCIENTIST

Sept. 11, 2017 - Jan. 31, 2018

KDP, Barcelona, Spain

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  • Consultant in projects in financial industry for CaixaBank.
  • Participate in a project to optimize price of complex financial assets developing econometric and ML models, and a Montecarlo simulation tool.
  • Explore and extract data from complex databases.
  • Collaboration in a project of text mining to detect topics in Spark.

R+D TECHNICAL STAFF

Sept. 11, 2017 - Jan. 31, 2018

University of A Coruña, A Coruña, Spain

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  • Develop novel Deep Learning algorithms using Tensorflow and Keras frameworks.
  • Researcher in Artificial Intelligence and Neuroscience.
  • Writing scientific papers and EU H2020 project proposals.
  • Presenting research results in international conferences.

Academic background

Ph.D in Information and Communication Technologies.

May 1, 2018 - Sept. 1, 2014

Faculty of Computer Science. Universidade da Coruna, A Coruña, Spain

  • Thesis Cum Laude. "Models of information processing in the brain applied to connectionist Systems. Artificial NeuroGlial Network and Deep Learning"

Master Degree in Neuroscience

June 1, 2014 - Sept. 1, 2013

Universidade da Coruna, A Coruña, Spain

  • Honor mention to the master’s final project, "Role of neurons and glial cells in information processing in the brain. Implementation of an Artificial NeuroGlial Network"
  • Develop experiments in the Galician Supercomputing Center (CESGA)

Degree in Biology

June 1, 2013 - Sept. 1, 2008

Universidade da Coruna, A Coruña, Spain

My Skills