JOSE LUIS RAMOS LOPEZ-HERRERO

Data Scientist & BackEnd web developer

Technologies: Python, Spark, Django, Flask, Postgresql, Mysql, Oracle, Azure, Git, etc. Sectors: Tertiary(Hotel, Retail), Pharmacy (Supply Chain), Public concession (Highway) Data Scientist: Experienced in proiects like 'End-To-End' technological solution that ranges from obtaining and transforming the available data (ETL) to its study and analysis with the objective of 1) calculating the sector's own metrics, 2) identifying possible hidden patterns between the data to improve the definition and identification of Customers (unsupervised classification algorithms such as K-Means, K-Modes, Jaccard, etc.) and 3) implementation of predictive models to anticipate future demand for accommodation and / or products / services secondary to improve up-selling and cross selling strategies BackEnd: Technological solution to manage the transformation and exchange of data between the server and the users. To this end, the work focuses on the definition of the logic from the server side as well as the design and maintenance of the central database to ensure optimum response capacity to Front-End requests. This also means ensuring the perfect integration of each element of the Front-End included in the application.

I+D Department Big Data Ecosystem Machine learning Spark Python R Java language Agile artefacts (Jira)

Machine Learning algorithms for key performance indicators forecast: -SQL -Classification (K-Nearest Neighbors, Decision Trees, etc) -Regression -Model Evaluation (Cross-Validation, Stratified K-Folds, etc) -etc. Actually working with R programming and MySQL.

Market Research Department

Translate complex data-sets into key strategy insights. In close cooperation with Sales, Marketing and Operations to develop customer insights through the clever use and understanding of data.

Market analysis, forecasting, and strategy advice to a wide range of clients. Forecasts covering performance measures for the main segments of the property market in Spain. From the beginning of the year 2008, I also work at the implantation and take up of a new service based on the Statistical Engineering and Investment Strategies (winner of the CBRE 2007 Innovation Award).