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Pedro Couto

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

Workplace
Research Assistent
Location

Ouro Branco, Brazil

Employement type

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

Workplace
Internship in P&D
Location

Munich, Germany

Employement type

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

Workplace
Thesis
Location

Wehr, Germany and Ouro Branco, Brazil

Employement type

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