
Pedro Couto
Location
Basel-Stadt
Field of Study
Data Science | Machine Learning | Artificial Intelligence
Expertise
Cloud (AWS) | Python | Big Data
About
Junior Data Scientist
Passionate about complex problems, in 2014 I started my studies in machine learning, and as a data scientist I use my experience in multicultural teams and my knowledge in statistics, mathematical modeling and programming to generate solutions with data such as: • Exploratory Data Analysis (EDA), in order to identify behaviors, patterns, and insights in data; • Build python projects using machine learning to classify in order to maximize profits, apply resources efficiently, improve customer satisfaction; • Creation of machine learning solutions to fault detection in complex production systems or pipelines, resulting in cost reduction and increased equipment life; • Development of machine learning models to identify clusters, improving the company's understanding of its customers or products.
Skills
AWS
Airflow
Amazon Redshift
Amazon S3
Apache Spark
Big Data Analytics
Cassandra
Data Analytics
Data Science
Data Visualization
Deep Learning
Docker
Google TensorFlow
Machine Learning
Mathematical Statistics
MongoDB
NoSQL
PostgreSQL
Python
SQL
Scikit-Learn
Open for
fulltime
Work Experience
Federal University of São João del Rei
2014-02 - 2015-06
Research Assistent
Ouro Branco, Brazil
parttime
Use of machine learning models (neural networks) in order to use MATLAB to develop an error detection system for use in chemical industry.
BMW Group
2016-08 - 2016-12
Internship in P&D
Munich, Germany
internship
• Exploratory Data Analysis (EDA) and evaluation of the results with SQL, Python, Excel, and Pearl; • Programming of Hardware and Software (Xero / Python) for Process Automation.
Novartis AG
2018-02 - 2018-12
Thesis
Wehr, Germany and Ouro Branco, Brazil
thesis
• Use of Python and Excel for exploratory data analysis (EDA) and evaluation; • Automation of modeling and simulation routines with Pascal and Python.
Academic Experience
Federal University of São João del Rei -
2012.08 - 2018.12
Master of Engineering, MEng in Chemical Engineering - focus on Math Modeling and Simulation
Hochschule Anhalt of Applied Sciences -
2015.08 - 2016.12
Master of Engineering, MEng in Process Engineering - focus on Statistics and Computational Simulation