Description

Carlos is a versatile data scientist and machine learning engineer with over 7 years of experience. During his career, Carlos has worked in international environments, with English or Spanish as a working language. This includes 5 years of consulting and 2 years working in a startup company based in Barcelona.

Languages

Spanish
Native or bilingual
English
Fluent
Catalan
Native or bilingual

Workplace preferences

Can work on-site

Dubái (up to 50km)

GLOVO
Data Scientist
ENTERTAINMENT AND LEISURE
November 2021 - March 2023 (1 year and 4 months)
Barcelona, Spain
Implemented an optimization model to reduce courier travel distances while keeping good content on high saturation periods. For big cities, this represented an average distance reduction of 15% without affecting the content.

Implemented and deployed machine learning models to forecast orders across multiple countries.

Implemented ETLs in SQL and production pipelines with Luigi and Jenkins.

Machine Learning Python SQL Git Jenkins Forecasting Optimización Databricks AWS Docker
EVERIS - Technology & Advanced Solutions
Senior Data Scientist
CONSULTING AND AUDITS
October 2018 - October 2021 (3 years)
Barcelona, Spain
Lead the implementation of a statistical model to optimize the (tube filling) refilling quantity used in a manufacturing plant, leading to 90k Euros savings in 2021.
Designed and implemented a Shiny dashboard to analyze the model results, leading to a better understanding of the model and increased stakeholder engagement.

Built a customer purchase propensity model for a food retailer, aiming on customizing the marketing strategy with personalized notifications.

Mentored and assisted junior data scientists, reviewing their code and assisting in stakeholder management and communication.

Machine Learning Statistics Python R SQL Git Databricks
Accenture
Data Scientist
LOGISTICS AND SUPPLY CHAIN
October 2016 - October 2018 (2 years)
Barcelona, Spain
Statistical models for sales forecasting
Time series modeling and outlier detection
Data cleansing
Visualizations with Tableau and Shiny
Predictive modelling with Machine Learning
Product clustering using unsupervised techniques
R Machine Learning Forecasting SQL Dashboards