Habilidades profesionales (7)
Diego en pocas palabras
Currently working as a ML Engineer for social good, while for the last years I’ve been applying my Data Analytics skills to solve business problems. I have 3 years of experience on the business & marketing field, being focused on the analysis of company needs and client acquisition & clustering. I am a passionate of the tech and startup ecosystem, a Python lover and I am really, really interested in fields such as AI, education & progress.
Experiencia
- OmdenaMachine Learning EngineerHIGH TECHjunio de 2020 - Hoy (4 años y 11 meses)Madrid, España• Tested different classification outputs (binary & multi-output), as well as different classifier models to solve one of the main tasks of the project.• Designed the architecture and pipelines to extract and clean the main features that were used in the Machine Learning Classifier model to predict a binary dependent variable.• Made the hyper-parameter tuning for the final LightGBM model and main contributions to the final script structure, to ensure a correct workflow and prediction.• Developed an Instagram scraper with the aim of clustering topic comments through NLP & clustering techniques.
- SortlistData AnalystHIGH TECHmarzo de 2018 - marzo de 2020 (2 años)Madrid, España• Developed the internal analytical pipeline for the paid acquisition channel, by analyzing the accounts structure and ROI, allowing us to grow by 20%-30% in client acquisition the 1st year.• Developed the structure and maintenance of the BigQuery database, where the user acquisition data was continually being updated and able for extraction.• Developed different easy-to-use Tableau dashboards that allowed decision makers to invest money/efforts in the different digital acquisition channels based in the company needs.
- Japan Tobacco International (JTI)MARKETING ASSISTANT ANALYSTSECTOR AGROALIMENTARIOjulio de 2016 - julio de 2017 (1 año y 1 mes)Madrid, España• Worked as a marketing analyst in two brand group teams, making data analysis and reports of the product with Siebel (Oracle) and Qlikview.
Recomendaciones externas
Formación
- B.S. IN BUSINESS ADMINISTRATION (ENGLISH DEGREE)Universidad Carlos III2016• Got an Erasmus exchange in Slovenia, to specialize my profile in Econometrics, Statistics, Game Theory, Consumer Behavior & Marketing fields.
- DATA ANALYTICS/SCIENTIST BOOTCAMPIronhack2020• Made the Data Science Bootcamp to improve my Data Analytics Skills, making, as final project, a model able to cluster and predict a Github user based in his/her programming experience.