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Dr. David Millán

Angestellt, Executive General Manager (Senior Vice President), Etisalat Mobily
Madrid, Spanien

Fähigkeiten und Kenntnisse

Big Data Analytics
Smart Cities
Business Intelligence
Analytical Models
User Modelling
Viral Marketing
Churn Detection & Prevention
Customer Acquisition
Data Mining
Machine Learning
Hadoop
Data Science

Werdegang

Berufserfahrung von David Millán

  • Bis heute 11 Jahre und 1 Monat, seit Mai 2014

    Executive General Manager (Senior Vice President)

    Etisalat Mobily

  • Bis heute 12 Jahre, seit Juni 2013

    Associate Lecturer

    Camilo José Cela University / EAE Business School / U-Tad

    - Sporadic lecturer at EAE Business School (Big Data Workshops and seminars). - Lecturer of the course entitled “Big Data within the enterprise” at U-TAD. - Camilo José Cela University, EAE Business School and U-Tad belong to the Planeta Group where I am a training provider.

  • Bis heute 12 Jahre und 5 Monate, seit Jan. 2013

    Board Member & Partner

    Pragsis Technologies

    - Chief Operating Officer (200+ people), directly reporting to the CEO. - Chief Strategy Officer for big data applications, analytics, business intelligence, security and smart cities.

  • 2 Jahre und 2 Monate, Apr. 2012 - Mai 2014

    CSO & COO / VP Big Data, BI and Analytics

    Pragsis Technologies

    - VP Big Data: architects, developers, business consultants and data scientists (50+ people). - Multiproduct director: definition of the portfolio of analytical big data solutions, which provide significant, competitive advantage (business perspective of the application of different technologies). - Definition of the business plan and IT roadmap. - Big Data projects for banking, telco, insurance, retail, security, public administration and utilities. - Strategy consultancy

  • 4 Jahre und 1 Monat, Sep. 2009 - Sep. 2013

    Research Assistant

    Complutense University of Madrid

    - Group of Parallel Architectures and Bio-inspired Algorithms - Publications in international conferences and journals on data mining, forecasting and combinatorial optimisation - Reviewer of journal articles and conference papers.

  • 2 Jahre und 4 Monate, Jan. 2010 - Apr. 2012

    Technical Product Leader

    Telefonica Digital

    - Coordination of the group of propensity models. - Master of user modelling and technology specialist. - Big Data Analytics (over Hadoop). - Product management, definition and exploitation. - Management of national and international projects about viral churn contagion, viral marketing and viral customer acquisition for the prepaid, postpaid and SOHO segments (for different OBs across the world). - Presentation and "selling" of results to the OBs. - Analytical models.

  • 2 Jahre und 1 Monat, Jan. 2008 - Jan. 2010

    R&D Engineer

    Telefónica Research

    - Management of subsidised European projects on data mining. - Viral churn detection & prevention and viral marketing for Telefónica Spain (fixed line) and O2 UK. - Design and development of algorithms and models for event spreading and community identification for large (phone call based and online) social networks. I also have a patent on this. - For a variety of classification tasks, resolving the ambiguity in the problem statement and proposing an adequate analytical model. - User profiling.

  • 11 Monate, März 2007 - Jan. 2008

    R&D Engineer

    RENFE Research & Innovation (Research Unit of National Railway Company of Spain)

    - Innovation for the national railway company of Spain (RENFE). - Follow up on project activities. - Vendor evaluation. - Optimisation algorithms for the national railway company of Spain. - Subsidised projects. - Market research.

  • 10 Monate, Juni 2006 - März 2007

    Data Analyst

    Uniway

    - Data Analyst at the department of business software engineering. - ERP software development. - Extensive use of databases to manage and analyse statistics. - Designing, implementing and debugging complicated Transact-SQL stored procedures and functions that drive financial calculations. - Risk & analytical models for financial institutions and insurance.

  • 10 Monate, Sep. 2005 - Juni 2006

    Research Fellow

    University of Edinburgh

    Junior researcher at the department of artificial intelligence, leading the research project entitled "Comparison of heuristics for the p-hub and QAP problems".

  • 1 Jahr und 1 Monat, Sep. 2004 - Sep. 2005

    Developer

    Daja Software Co.

    Development of applications in Visual Basic for several SME's such as Pulpillo S.L., Novedades Marta, Luminosos Ruvira, etc.

Ausbildung von David Millán

  • 2 Jahre und 6 Monate, Sep. 2007 - Feb. 2010

    Artificial Intelligence

    National University for Distance Education (UNED)

    Dissertation: "Evolutionary techniques to preserve biodiversity in QAP" (Summa Cum Laude)

  • 6 Jahre und 10 Monate, Sep. 2006 - Juni 2013

    Optimisation, Predictive Models and Distributed Systems

    Complutense University of Madrid

    Thesis: Parallel Memetic Algorithms for the Problem of Workforce Distribution in Dynamic Multi-Agent Systems (Summa Cum Laude)

  • 10 Monate, Sep. 2005 - Juni 2006

    Artificial Intelligence

    The University of Edinburgh

    - Dissertation: "Comparison of bio-inspired algorithms for p-Hub and Quadratic Assignment Problems". (Honours)

  • 1 Jahr und 1 Monat, Sep. 2004 - Sep. 2005

    Computer Science

    Granada University

    Specialised in Artificial Intelligence and Complex Algorithms.

  • 4 Jahre und 1 Monat, Sep. 2000 - Sep. 2004

    Business Management & Computer Science

    Granada University

    Strong focus on business management, economy and computer science.

Sprachen

  • Spanisch

    Muttersprache

  • Englisch

    Fließend

  • Französisch

    Gut

  • Portugiesisch

    Gut

  • Deutsch

    Grundlagen

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