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Gustavo Ferratti

Gustavo Ferratti


Analytics Engineer

Ipiranga | Brazil


My Portfolio Highlights

My New Course

Introduction to Python

My New Project

Dr. Semmelweis and the Discovery of Handwashing

My New Track

Text Mining

Data maestro, conducting the symphony of insights with analytical expertise.

My Work

Take a look at my latest work.


A Visual History of Nobel Prize Winners


The Android App Market on Google Play


The GitHub History of the Scala Language

My Certifications

These are the industry credentials that I’ve earned.

Data Scientist Professional

Data Scientist Professional

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Ipiranga | Aug 2023 - Present

Analytics Engineer

My work as an Analytics Engineer consists to be in the interface between the business and tech teams. I harness the power of Python, particularly the Pandas library, to tame intricate datasets and distill them into actionable insights for the pricing team. Employing SQL as a tool, I dive into databases, extracting and aggregating essential information to shed light on the Brazilian energy and fuels landscape. Through the structured framework of Kedro, I architect robust data pipelines, ensuring a seamless flow of information for analysis. Thriving in a cross-functional environment, I partner with Data Scientists and Analysts, contributing to the development and deployment of machine learning models that drive efficiency and sustainability.
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UC Santa Barbara | Mar 2022 - Present



PECEGE ESALQ/USP - São Paulo | Jan 2022 - Present

Research Advisor

Business programs.

Fulbright | CAPES | Apr 2021 - Mar 2022

Project Assistant


UFSCar - Universidade Federal de São Carlos | Aug 2020 - Jan 2021

Teaching Assistant

I was a teaching assistant in the discipline of Industrial Organization taught by Professor Mário Sacomano Neto at UFSCar. I assisted classes on Tuesdays from 08:00 to 12:00. Among my activities were: teaching classes, selection and update of didactic material, fomenting class discussions when not teaching.

Lab Dados || Data Lab | Jan 2020 - Present



Simplicode | Jan 2020 - Jan 2021

Programming Professor

I was a Python private professor for teenagers all over Brazil who wanted to learn in online classes how to maker their own scripts, games, and apps.

UFSCar - Universidade Federal de São Carlos | Jan 2019 - Present

CAPES Ph.D. Scholarship Holder

In my Ph.D., I combine quantitative approaches from the Data Science field (Text Mining, NLP) with more qualitative ones from the Organizational Studies area (narratologies, storytelling). Throughout the three articles that together structure my doctoral thesis, I use mixed methods to investigate: 1. Jungian archetypes on fantastic literature; 2. The narratives of Big Tech Companies CEOs on Twitter; 3. The discourse of Brazilian press about technological entrepreneurship. Advisor: Mário Sacomano Neto. Co-Advisor: Silvio Eduardo Alvarez Candido Undergraduate researchers I advise: Ramon Roque and Júlia Ortolani.

Trevisan Escola de Negócios | Jan 2018 - Jan 2019

MBA Professor

I was hired to teach in an in-company course at Serasa Experian for an MBA class in Risk Management and Controllership. I taught the subject of IT Governance with a workload of 16 hours.

UFSCar - Universidade Federal de São Carlos | Jan 2017 - Jan 2019

CAPES Master's Degree Scholarship Holder

My master's degree sought to explore the controversies existing in a prominent startup in the IT segment through the Actor-Network Theory (ANT). Combining ethnography with discourse analysis, I was able to come up with critical questions about a growing startup model in Brazil. This model involves controversies as: reconciling a playful and relaxed image with precarious work practices, declaring to be worried about DEI policies while privileging socially dominant groups, affirming that profit is less important than humanitarian values and always prioritize the financial aspect in decision-making processes. Advisor: Mário Sacomano Neto

UFSCar - Universidade Federal de São Carlos | Aug 2017 - Jan 2017

Teaching Assistant

by Professor Mauro Rocha Côrtes at UFSCar. I assisted in two different classes: C1 - Wednesday from 14:00 - 18:00, C2 - Friday from 14:00 - 18:00. Among my activities were: elaborating the semester lesson plan, preparing evaluative activities, teaching classes (30% of the total workload), preparing class material, selecting digital media that would allow students to associate theory with practice (excerpts from films, interviews , newspapers, websites and images).

Raízen | May 2015 - Jul 2016

Operations Supervisor

I was Supervisor of Logistics Distribution and Trading Operations for the Raízen group (a joint venture between Shell and Cosan). Among my main activities were: • Product quality control; • Management of internal vehicle supply logistics; • Control of periodic maintenance of equipment and assets; • Supervision of the work of the Loading Operators; • Consulting and technical assistance to Station Leaders in the Araraquara Regional. • Management of local infrastructure investments (OPEX); • Administrative control of the terminal (costs, overtime) • Activities aimed at adhering to Health, Safety and Environment plans, with observations to prevent incidents, safety dialogues and committees of good practices; • Purchases and direct negotiations with suppliers obeying the competition guidelines established in the Authorities Manual;

Raízen | Jan 2014 - Apr 2015

Commercial Analyst

I worked at the Paulínia Fuel distribution terminal as a commercial analyst, more specifically, in the business-to-business market. I performed back office services, supporting two Sales teams, namely: New Business Brazil and B2B São Paulo. In my customer service experience, I had contact with: mining companies, power plants, thermal plants, carriers, industries, retailers and others. Among the activities that I developed in this period are: elaboration of commercial proposals, monitoring of customers, cost control, follow up of sales, economic studies, prospecting for new customers and market analysis.

Universidade Estadual Paulista Júlio de Mesquita Filho | Nov 2011 - Nov 2013

Electronic Engineer

The Baja SAE project is a competition between Higher Education Institutions of Engineering that challenges students through the development of an offroad vehicle. The objective of each team is to build a prototype of a robust recreational vehicle, off-road and single-seater, aiming at its commercialization to the enthusiastic amateur public. The vehicle must be safe, easily transportable, and simple to operate. The vehicle must also be able to overcome rough terrains without significant damage. I participated in the project on the Pac Baja team. Our team had the direct contribution of 25 students of Mechanical Engineering, 3 of Electrical Engineering (including myself), and financial support from more than 12 sponsors. Our advisor was Prof. Luiz Daré Neto.

Universidade Estadual Paulista Júlio de Mesquita Filho | Jan 2013 - Jan 2013

Research Assistant

I was a member of Prof. Paulo Aguiar research team, dedicating 8 hours a week to studies and experiments at the Signal Processing Laboratory. During this period, I was able to expand my knowledge in machining techniques, software programming, artificial intelligence, and process modeling. My studies collaborated to the developing an intelligent system capable of classifying burn levels in flat grinding machining processes.

My Education

Take a look at my formal education

Bachelor in Business AdministrationCentro Universitário Senac | 2022
Ph.D. in Production EngineeringUFSCar - Universidade Federal de São Carlos | 2022
Master's degree in Production EngineeringUFSCar - Universidade Federal de São Carlos | 2018
MBA in Business ManagementUniversidade de São Paulo | 2017
Bachelor's degree in Electrical and Electronic EngineeringUNESP - Universidade Estadual Paulista | 2014

About Me

Gustavo Ferratti

Hi, I'm Gustavo! I have experience with data manipulation as a researcher, educator, and Ph.D. student. I am currently studying to become a profesional data scientist.

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