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Pedro Tobarra

Data Scientist
  • Tarifa aproximada
    120 € /día
  • Experiencia0-2 años
  • Tasa de respuesta100%
  • Tiempo de respuesta12h
El proyecto se dará por comenzado una vez hayas aceptado el presupuesto de Pedro.
Localización y desplazamiento
Localización
Madrid, España
Trabajo a distancia
Lleva a cabo sus proyectos principalmente en remoto
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Habilidades profesionales (43)
Pedro en pocas palabras
• Data Scientist, Big Data & Machine Learning Engineer at Miotek Factory, with experience in Business Intelligence, Artificial Intelligence (AI), and Digital Transformation.

• KeepCoding Bootcamp Big Data & Machine Learning Graduate. Big Data U-TAD Expert Program Graduate, ICAI Electronics Industrial Engineer, and ESADE MBA.

• Certified Professional SCRUM Master I with a sound understanding of solutions involving AI as a service and AI as a product.

• Quality and Processes Expert with 10+ years of experience in Pre-Sales and Sales Engineering within the Railways Tech industry.

• Client facing and business savvy having developed and acquired accounts on a global scale, creating and implementing business strategies.

• Cross-functional leader liaising between R&D and commercial functions for collaborations extending over different R&D and business units.

MACHINE LEARNING: Python | Scikit-learn | Numpy | Pandas

DEEP LEARNING: TensorFlow | Keras

NEURO LANGUAGE PROCESSING: spaCy | gensim

STATISTICS: R

DATA MINING: SAS

DATA ARCHITECTURE: Java | Hadoop | HDFS | Cloudera | Sqoop | Cloudera Impala | Cloudera HUE | Amazon Elastic Map Reduce (EMR) | Lucene – Elastic Search | Docker | Scrapping (Python Scrapy) | Crawling (requests, Xpaths libraries) | Data Wrangling (CSV, XML, JSON)

CLOUD COMPUTING: Amazon Web Services (S3) | Google Cloud (compute, storage, dataproc)

DATA ENGINEERING: Scala | Hadoop MapReduce | BI Pentaho Data Integration ETL (previously Kettle) | Apache Spark | Spark Streaming | Spark MLib | GraphX | Apache Storm | Apache Kafka

DATABASES: SQL | Hive | HBase | Cassandra | MongoDB | PostgreSQL | MySQL

DATA VISUALIZATION: Tableau | D3.js (HTML, CSS) | JavaScript

IDEs, OSs & OTHER LANGUAGES: IntelliJ | Maven | Google Collaboratory | Jupyter (Anaconda) | Eclipse | Linux (Ubuntu, CentOS, Debian) | Linux Bash Shell | GitHub | NetBeans | C | Pascal

CONTACT
• •
Experiencia
  • Miotek
    Data Scientist
    enero de 2020 (5 años y 1 mes)
    Madrid y alrededores, España
    MIOTEK is a Spanish Consulting Firm offering tailored technology services based on customer needs. SPECIALTIES • Software Development, • Cloud Computing, • Systems and Processes Consulting, • Internet of Things IoT, • Big Data - Data Engineering, • Data Science - Artificial Intelligence - Machine Learning - Deep Learning, • Cyber Security, • Telecommunications Systems, • Data Centers. RESPONSIBILITIES • Data Scientist working in the Cognitive Systems Unit with other Artificial Intelligence and Machine Learning Engineers, Data Scientists and Robotics Engineers. • Deliver Artificial Intelligence and Big Data Projects under the AIaaS (AI as a Service) and AIaaP (AI as a Product) paradigms; as well as Analytics and IoT Projects for Smart Cities.
  • Hitachi Rail STS
    Quality Referent for Spain
    septiembre de 2008 - diciembre de 2019 (11 años y 3 meses)
    Madrid y alrededores, España
    HITACHI RAIL STS Italian Multinational Company belonging to Hitachi Group. Signalling and Control Systems (Rail track and Onboard Equipment) for High Speed Lines, Tramways and Metros. • Revenues € 1200 million - 4,000 employees - 28 countries RESPONSIBILITIES • Responsible for ISO 9001 Ansaldo STS Quality and Processes System Overall Application in Spain to: o Madrid-Lerida High Speed Line HSL - Engineering & Maintenance Projects; o Figueras-Perpignan HSL Project (interlocking and ERTMS system levels 1 & 2); o AVE High Speed Line León-Asturias Section "La Robla-Pola de Lena" (Spain); o AVE High Speed Line Section "Monforte del Cid-Murcia" (Spain); o Algeria - Railway Line "Oued Tlelat-Tlemcen" (June 2013 - January 2015); o Peru - Project "Line 2 and Airport Branch Faucett Av.-Gambetta Av.". Metro of Lima and Callao; o Gavilanes Bypass Project between Madrid-Barcelona and Madrid-Seville High Speed Lines. • Co-Responsible for ISO 9001 ADIF-Ansaldo STS Joint Quality System application to Madrid-Lerida HSL Maintenance Project. • ISO 9001 Internal and Suppliers Auditor for Ansaldo STS Quality System (Talgo, Electrans). • Proposals Preparation and Costs Estimation for the Quality Section of Ansaldo STS tenders in Spain, Europe and South America. • Experienced with Excel, Visio, Project, SharePoint, Siemens PDM Teamcenter and IBM Rational DOORS. PROPOSALS (where I worked as tender quality engineer) • High Speed Lines in Spain: AVE Olmedo-Orense, AVE Albacete-Alicante, AVE Valladolid-León-Burgos, AVE Monforte del Cid-Murcia; and Barcelona Commuting Line L’Hospitalet de Llobregat-Mataró. • Railway Lines abroad: tenders in Denmark, Czechoslovakia, Chile, Ecuador, Peru, Brazil, Panama... CONTRACTS AWARDED (where I worked as tender quality engineer) • 700M€ Signalling Contract in Peru: "Line 2 and Branch Faucett Av.–Gambetta Av.". Metro of Lima and Callao". • 57M€ Signalling Contract in Spain for the High Speed Line Section "La Robla-Pola de Lena".
  • SEPSA
    Safety & RAMS Referent
    enero de 2007 - septiembre de 2008 (1 año y 8 meses)
    SEPSA Spanish Company of the Albatros Corporation. Onboard Electronic Equipment for Safety, Power Supply, Control, Communications, Video Surveillance and Video Entertainment for the Railways Sector. • Revenues € 130 million - 700 employees RESPONSIBILITIES • Preparation of RAMS (Reliability, Availability, Maintainability and Safety) studies according to safety railways standards CENELEC EN 50126, EN 50128 & EN 50129 in the projects ASFA Digital SIL 4 (Automatic Train Protection ATP System) and CESIS Event Recorder SIL 1 for RENFE regional trains 449 and 599 series; • Participation in the Product Life Cycle definition group for SEPSA taking into account its safety management according to CENELEC standards EN 50126, EN 50128 & EN 50129.
Recomendaciones externas
Formación
  • FULL STACK BIG DATA, AI & MACHINE LEARNING BOOTCAMP
    KeepCoding®
    2019
    Intensive Part-time Bootcamp focused on the Industry needs of Data Scientists, Big Data Developers, and Business Intelligence professionals. Centered on the necessary knowledge to deploy any architecture and implementing technical and analytic required developments within the Big Data world. #Hadoop #Docker #Spark #R #Tableau #D3.js #SAS #TensorFlow #Keras #Anaconda #Python #NumPy #SQL #FullStack 10 months // 12 hours per week // classes in streaming // 480 hours of classes PreBootCamp: SQL & MySQL, Python, Linux Bash Shell, JavaScript Data 101 Data Management Data Warehouse: MySQL Big Data Architecture: Hadoop, MongoDB, Postgresql, Docker, Google Cloud, Scrapping, Crawling Big Data Processing: Spark, Scala Data Exploration & Visualization: Tableau, D3 Statistics: R Algebra: Python Data Mining: SAS Machine Learning 101: Jupyter Notebook, Pandas, Numpy, Scipy, SciKit Learn Deep Learning: Keras, TensorFlow Searching + NLP: Spacy, Sklearn, Numpy, Gensym, Pytorch Scrum for Big Data
  • BIG DATA EXPERT PROGRAM
    U-tad
    2017
    U-TAD is specialized in all areas of the digital economy: Animation, Visual Design, Video Games and Engineering. The Big Data Program trains professionals to lead projects that manage large volumes of data. Using MapReduce techniques such as Apache Hadoop, Spark in-memory processing; data capture or aggregating with Flume or near real time systems with HBase, Cassandra or Storm. 300 hours of classes. BIG DATA TECHNOLOGIES AND PRODUCTS • Hadoop MapReduce // Hadoop // HDFS // Cloudera // Sqoop // Hive // Cloudera Impala // Cloudera HUE // HBase // Amazon Elastic Map Reduce (EMR) // Amazon Web Services // BI Pentaho Data Integration (previously Kettle) // Apache Spark // Cassandra // Lucene – Elastic Search // Spark Streaming // Apache Storm // Apache Kafka // Tableau PROGRAMMING LANGUAGES • Java // Python // Scala // D3.js (HTML, CSS, JavaScript) DEVELOPMENT TOOLS AND OPERATIVE SYSTEMS • NetBeans // Jupyter (Anaconda) // Eclipse // IntelliJ // Maven // GitHub // Ubuntu // CentOS
  • MBA, Management
    ESADE Business School
    2012
    ESADE is one of the most important international business schools as stated in rankings every year. Its mission is to promote education of people with a high professional competency and aware of their responsibilities as world citizens. The MBA included the following program of international internship weeks (including visits to companies of diferent sectors): • London (UK), Ashridge Business School, "Competitive Strategy" • Shanghai (China), Fudan University School of Management, "Introduction to Doing Business in China" • Austin (Texas, USA), McCombs School of Business, "Leading in a Changing Environment"
  • ICAI INDUSTRIAL ENGINEER, Major in ELECTRONICS, 6-year plan
    Universidad Pontificia Comillas
    2001
    Comillas is Society of Jesus University with more than 4 centuries of tradition and the largest university network in the world. Its program relies on a practical approach: real work experience with an excellent academic training. PROGRAMMING LANGUAGES • C // Pascal // Motorola 68k Assembler // VHDL for FPGAs. SIMULATION AND MATHEMATICAL TOOLS • Matlab and Simulink // Keil uVision for Siemens 166 Microcontroller // OrCAD, Altera Max+Plus II and Pspice (Analog, Digital Circuits and PCBs design and simulation, Logic Gates) // Derive // MODBUS Comms Protocol for PLCs. ELECTRONICS MAIN SUBJECTS • Programming // Computers Architecture // Digital Systems and Processors // Digital and Analog Electronics // Systems Engineering // Teleprocess // Computer Networks // Statistics // Operations Research. END OF DEGREE PROJECT • Floating Point to Fixed Point conversion of an Electric Engine Digital Controller developed in C using the Linux Debian Operating System.
  • Primary and Secondary Education, Bilingual and Multilingual Education
    St. Michael's School Madrid