Rafael Monroig Vives Email & Phone Number

Madrid, Community Of Madrid, Spain

Madrid, Community Of Madrid, Spain

- Manage and improve scalability and efficiency of main systems regarding data (AWS, DBT and Airflow)- Maintain Batch and Real Time data pipelines.- Use of Airflow to orchestrate various ETL, data transfers etcetera- Improve and make DBT scalable through process parallelization- Maintain APIs from different origins (GoogleAds, Braze, Braintree, Adjust among others)- Improve communication of Data with backend services- Maintain and fixes for real time layer (from front events, through AWS Kinesis and AWS lambda and to providers such as Braze and internal DataWarehouse in RedShift)

Madrid, Community Of Madrid, Spain

- Creation of backend of a business application for supplier management- Ingestion and processing of diverse sources in Palantir’s Foundry Big Data Platform- Harmonization, ingestion of data for an app with data from diverse sources in near real time including ERP and other client’s internal applications- Creation of interfaces within Palantir using JS

Madrid, Community Of Madrid, Spain

- Creation of modules and libraries regarding functionalities that facilitates coding tasks to Data Scientists in Java and Python- Industrialization of models within execution cycle- Development of Apps in Java to handle backend processes and estimate model variables that feed predictive models- Resource management, permission setting for other users and upgrading batch processes in Cloudera Datalake- Technical design and improvements of Datalake information gathering and its communication with other information sources (e.g. SAS, MySQL)

- Deployment of technologies for a Datalake in the cloud for a large insurance company (Stratio)- Development of ETL processes in a Datalake based on batch processes- Lead a team to create tool for client segmentation solution based on clustering algorithms- Make project RFP to improve DataQuality based on Artificial Intelligence (projects regarding prediction of information quality, database error or Data Lake management)

Madrid Area, Spain

- Development of algorithm (Random Forest) for credit risk modelling using Big Data Platform (Amazon Web Services) (Medium-Tier Bank)- Review of PD (Probability of Default) estimation for capital requirements (IFSR 9 and IRB) (Top-Tier Bank)- Development and implementation of an external search API to the Python environment of a client (Top-Tier Insurance Company)- Creation and development of a recommendation system in R breaching the gap between projects and candidates (internal development)- Optimization of a credit risk models to enhance its results. Variable analysis of the selected variables in the model using Python (numpy, Pandas, scikit learn, matplotlib among other libreries) (Medium-Tier Bank)- Development of bots and scripts in Python for model enrichment with external information. Verification of information quality through quality checks and natural language processing or NLP (NLTK, Beautiful Soup) (Top-Tier Bank)- Optimization and verification (non-discrimination criteria) of results of algorithms in Python such as Logistic Regression, Stochastic Gradient Descent, Bayesian Regresors, Ridge and Lasso Regressions, Neural Network, Support Vector Machine , Naive Bayes (internal development)

London, Canada Area

- Research of digital trends in social networks- Trend analysis and network analysis in the political sphere using Python and R an Big data. Use of more than 1000 politicians to study political cohesion in term of networks and discourse cohesion in terms of emotions user para el análisis de tendencias y análisis de redes en el ámbito de la política.- Study of the relationship between emotion and polarization with data of more than 10.000 users- Creation of algorithms to predict the emotion load of statements in social media

Barcelona Area, Spain

Trainee in Treasury Strategy Experts team - Accenture Capability NetworkMy duties within the company are to design solutions for multinationals to optimize Cash Flow and liquid assets of clients (process mapping), develop KPIs and Performance measure indicators, create benchmarks of competitors and establish financial metrics to measure the success in managing assets. Additionally, the creation of presentations for other consultants and partners and the presentation of processes to clients or other consultants are also among my duties.

Barcelona Area, Spain

Trainee at King eclient, company dedicated to strategic and technological consulting.Some of my main duties are analyzing viability of online-businesses, changing architecture of websites to improve user-experience, maintenance of websites and metrics analysis using Google Analytics or the optimization of mobile phone environments.Lastly, it is very important the direct contact with the client or the preparation of presentations for the client.

Big Data Technologies Program, Computer Technology/Computer Systems Technology, A

Computer Engineering, Computer Engineering

Web App Development, Computer Programming

Master'S Degree, Linguistics

The concentration of the master is Hispanic Linguistics. The subjects I did are: Graduate research seminar Language and concepts.

Master Of Science (Msc) + Cems, International Management

Activities and Societies: CEMS Club: head of the corporate responsibility clubThe CEMS MIM will immerse you culturally and linguistically.

Master Of Science In International Management (Cems), Cems Club: Head Of The Corporate Responsibility Club

Activities and Societies: CEMs Club: Responsable de Responsabilidad Social Corporativa)The CEMS MIM will immerse you culturally.

Intercambio, Business Finance

Activities and Societies: Debate society, TravelingExchange in Boston College

Licentiate Degree, Business Administration And Management, General