Renato Ribeiro

💼 Professional experience

Agilytic

• Public sector: development of a document classification engine leveraging NLP techniques (python)
• Retail: setup of a Data Science platform (OVH)
• Gaming: development of a sales forecasting model to better understand promotional and social influence behaviour (python, AWS)

Levi’s Strauss & Co

• Identifying and quantifying the potential benefit of modelling initiatives.
• Collaborating on the improvement of inventory transfer between distribution centres using optimization approach.
• Building documentation for project description and code development. Technologies: AWS, Python

Syone

• Training unsupervised models to determine churn rates among RTL Deutschland GmbH customers.
• Preparing and presenting data science proof of concepts to the management and marketing teams.
• Supervising junior colleagues in the team and collaborating with clients. Technologies: Python (Sickit-Learn, Kera, FastAPI, Mlfolw, CGP, Kafka, Airflow, Pytest).

Capgemini

• Designing, developing and calendarizing of end-to-end data pipelines mainly via Python and other tools in Big Data and Cloud environments in top tier telco company in Portugal.
• Optimizing Google BigQuery queries to reduce cost.
• Analysing mobile data to identify mobility patterns. Technologies: KNIME, Google Cloud (Composer, Functions, BigQuery)

🦾 Certifications, trainings

Methodologies

• Machine learning (classification, NLP)
• Data pipelines & integration
• Software development

Software & programming

• Python, SQL, PostgreSQL
• AWS Machine Learning Specialist
• AWS, Google Cloud Platform
• Git/GitHub
• CI/CD
• KNIME
• Apache Spark
• Ansible
• Terraform
• PowerBI

🎓 Academic credentials

• Postgraduaxte in Data Science University of Lisbon 2020
• Graduate in Electrical and Computer Engineering NOVA University of Lisbon 2014 - 2019

🇺🇳 Languages