About

Hello! I am Frederico, but everybody call me Fred. I am a Computer Science graduated and actually work as Data Analyst at Ambev and starting my MBA course in Data Science and Analytics.

During the college I had the opportunity to get to know Data Science projects and since then I have been studying and improving myself in this amazing area.

In my free time I like to play soccer, to read a book (books about philosophy and psychology are my favorites), I also like to cook and to be update on matters involving artificial intelligence.

Basic Information
Age:
23
Email:
fred_domingues@outlook.com
Phone:
+55 (14) 99830-9606
Address:
Rua Guararapes, 1375, Curitiba-PR
Language:
Portuguese (Native), English (Advanced)
Actual Job:
Performance Data Analyst - Ambev
Tools Skills
Python
Scikit-Learn
Pandas
Databricks
Statistic
Linear Algebra
Data Visualization
Matplot Library
Power BI
SQL
Portfolio
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Risk Dengue Epidemic Forecasting

Type Problem: Classification

Algorithms Used: KNN, MLP, SVC, Linear SVC, SGDC and Naive Bayes.

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Bank Loan Payment Prediction

Type Problem: Classification

Algorithms Used: SVM, Random Forest and MLP

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Arrhythmia Classification

Type Problem: Classification

Algorithms Used: Logistic Regression and Random Forest.

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Glass Classification

Type Problem: Classification

Algorithms Used: Logistic Regression, SVM and Naive Bayes.

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Salary Prediction

Type Problem: Regression

Algorithms Used: Linear Regression and Stratified K-Fold.

Work Experience
Performance Data Analyst (February 2024 - April 2024)

As a performance data analyst, I worked developing dashboards to monitor the main indicators in the southern region related to volume, coverage and distribution. Main tools and skills used: Python, Power BI, Excel and Power Automate

Ambev
Pricing Data Analyst (February 2022 - February 2024)

My main functions are to make price adjustments and changes for customers in the southern region of Brazil, as well as optimize day-to-day tasks and processes that guarantee correct prices for all customers. In addition to these activities, I am also responsible for creating and updating monitoring reports on the main price indicators. Main tools used are Power BI, Power Automate, Python, SQL and Excel.

Data Analyst Intern (August 2021 - February 2022)

Firstly, I started my internship assisting in the processes and monitoring of the company's price indicators. At the end of the program, I was reassigned to the market intelligence area.

Independent
Computer Technician (December 2017 - September 2019)

Working informally with computer maintenance and software installation in general.

Research Projects
Fundação Araucária (Araucária Fundation)
Intern/ Researcher (September 2020 - August 2021)

I am a participant in the Scientific Initiation Scholarship Incentive Program (PIBIC). I worked with research on the state of the art of teaching and learning data science and with proposals for learning data science through active teaching methods.

Intern/ Researcher (September 2019 - August 2020)

I was a participant in the Scientific Initiation Scholarship Incentive Program (PIBIC). I worked with research on learning Dynamic Programming, as well as solving the problems of the Programming Marathon of the Brazilian Computer Society and creating strategies for teaching DP.

Education

2024 - 2026

MBA (Master of Business Administration)
MBA in Data Science and Analytics

ESALQ/USP - Sao Paulo University

2018 - 2023

Bachelor's Degree
Bachelor of Computer Science

State University of Northern Paraná

2015 - 2017

High School
High School Integrated with Technician

Centro Paula Souza - State Technical School

Complementary Training
Get Started with Databricks for Data Engineering
Apr/2024

Online course (2h) - Databricks Academy

See certificate
Get Started with Data Analysis on Databricks
Mar/2024

Online course (2h) - Databricks Academy

See certificate
Power Apps: Formação Básica
Sep/2022

Online course (1h) - Linkedin Learning

See certificate
Microsoft Power BI para Data Science 2.0
Mar/2022

Online course (20h) - Data Science Academy

See certificate
Data Science - Data Visualization with Python
Mar/2020

Online course (4h) - Udemy Academy

See certificate
Scrum Fundamentals Certified
Jun/2020

Certification - SCRUM Study

See certificate
Machine Learning and Data Science with Python from A to Z.
Apr/2020

Online course (30h) - Udemy Academy

See certificate
2nd place - VIII Programming Marathon
Nov/2019

Competition

See certificate