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Gustavo SousaGS
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Gustavo Sousa

@gustavosousa

Global Data Analyst at BEES, developing an anti-fraud model projected to save up to $5M annually.

France
Message

At BEES, I’m the primary analytics partner for BEES Care, working with Product, Commercial, and Engineering teams to prioritize initiatives and support decisions across 13+ countries. I designed and analyzed product A/B tests, including one for a loyalty redemption feature projected to increase points utilization by 5%.

I also developed an Isolation Forest anti-fraud model projected to generate up to $5M in annual savings, and built an NLP pipeline to analyze conversations from a GenAI customer-support platform. At Globo, I built executive dashboards and real-time Customer Support analytics for events including Big Brother Brasil and the Olympic Games.

Experience

Work history, roles, and key accomplishments

BEES logoBE
Current

Global Data Analyst | Advanced Analytics · Experimentation & ML-driven Insights

Jan 2023 - Present (3 years 9 months)

• Own analytics for BEES Care, partnering with Product, Commercial, and Engineering teams to prioritize initiatives, define KPIs, and support decisions across 13+ countries.

• Designed and analyzed A/B tests for product initiatives, including a loyalty redemption feature projected to increase points utilization by 5%.

• Developed an Isolation Forest anti-fraud model, from dataset and feature e

Globo logoGL

Data Analyst | Analytics, Reporting Automation & Executive Insights

Nov 2020 - Dec 2022 (2 years 1 month)

• Built executive dashboards for senior leadership, consolidating KPIs across business units to support operational monitoring and strategic decisions.

• Developed real-time analytics and dashboards for Customer Support during major events, including Big Brother Brasil and the Olympic Games, supporting decision-making in high-demand periods.

• Partnered with BI and Data Engineering teams to de

Nibo logoNI

Consultant | Business Analysis, Growth Strategy & SaaS Solutions

Jan 2018 - Apr 2020 (2 years 3 months)

• Sales consultant in SaaS Startup, analyzing the client's business model, identifying points of potential growth, cost reduction, improvement of processes and identifying potential use of the company's platforms;
• Responsible for the 2 biggest contracts to the company

Massas Regionale logoMR

Management Assistant | Operations, Business Support & Process Improvement

Nov 2016 - Apr 2017 (5 months)

Responsible for administrative issues as: finance, purchasing, improvements in the management and increase of sales, coordination of three employees, reporting of results to partners and customer service.

Schew Construções logoSC

Process & Quality Intern | Process Analysis, KPIs & Quality Managemen

Aug 2015 - Jun 2016 (10 months)

• Monitoring of Action Plans / Indicators / Process Mapping

• Monitoring and supporting the area's management in the evaluation and development of the company's and departmental strategic planning;

• Support in the implementation and training of processes and Quality of the company and systems, in addition to support and follow-up to the Committee;

• Guide and audit sectors about the company's

DESAFIO MÓBILE/PUCPR logoDM

Consultant

Mar 2015 - Jun 2015 (3 months)

Analysis and diagnosis of the company's macro and micro environmental market and action proposal aimed at: new business model, cost reduction, sustainability, profitability and assistance in the strategic plan

Unipublica logoUN

Administrative Assistant

May 2013 - Dec 2014 (1 year 7 months)

Suggestion of improvements that optimize internal communication, facilitating and streamlining the flow of financial and commercial information between the administrative areas and the company's board of directors;

• Feasibility study of new branches, considering the analysis of indicators such as population, income, target audience, location, coverage area, future potential market, taking into a

Inscont Contabilidade logoIC

Accounting Assistant

Jan 2009 - Apr 2011 (2 years 3 months)

• Notions of balance sheet construction, flow and stock cards.
• Assist in the accounting organization.
• Enter information in the system, check invoices, finalize pending issues at public agencies.

Education

Degrees, certifications, and relevant coursework

DA

Data Science Academy

Python to Data Analysis and Data Science

Issued Feb 2024

IA

IA Expert Academy

Certificate Statistic to Data Science and Machine Learning

Issued May 2024

AL

Alura

BI and Data Warehouse with SQL Server and Power BI

Issued Sep 2022

CO

Codenation

Programa AceleraDev Data Science

Issued Aug 2020

AL

Alura

SQL COM MYSQL SERVER DA ORACLE

Issued Jul 2020

DA

Data Science Academy

Introdução à Ciência de Dados 2.0

Issued Apr 2020

AL

Alura

FORMAÇÃO DATA SCIENCE

Issued Aug 2020

DA

Data Science Academy

Microsoft Power BI para Data Science

Issued Jun 2020

DA

Data Science Academy

Big Data Fundamentos 2.0

Issued Apr 2020

PP

Pontifícia Universidade Católica do Paraná

Bachelor of Business Administration, Business/Commerce, General

2012 - 2016

Tech stack

Software and tools used professionally

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