Personal details

Guilherme D. - Remote data scientist

Guilherme D.

Data Scientist, Developer and, Tax Inspector
Based in: đŸ‡§đŸ‡· Brazil
Timezone: Brasilia (UTC-3)

About

A driven and self-motivated engineer who uses technology as a tool to solve problems. During my professional life, I accumulate experiences that go beyond tech skills such as team management, financial and accounting, tax, teaching, etc. But the use of technology, such as python, java, artificial neural network, etc. was always there to support every action and decision-making.

Work Experience

FRELANCER WEB DEVELOPER
ARQUITETURA DE EVENTOS | Aug 2021 - Present
HTML/CSS
Python
Django
Website developed in Python-Django for Arquitetura de Eventos (a company that rents rooms for parties and sells services for these parties, such as music, food, drinks, decoration, etc.). The website consists of two main modules: - Sales: allows the seller to select services, prices, discounts, etc. for every party - Management: allows menage financial results. Profit and loss, cash flow, etc. Main tech stacks used: Django class-based views, Django ORM, Django Templates The site is currently being evaluated for the client https://arquiteturadeeventos.herokuapp.com/
DATA SCIENTIST AND TAX INSPECTOR
RECEITA FEDERAL DO BRASIL | Jul 2010 - Present
Python
Java
SQL
Jsf
Big Data
Apache Hadoop
TAX FRAUD AND TAX EVASION DETECTION (SINCE 2019) The work involves detecting tax fraud and tax evasion, i.e., from a poll of data to identify which taxpayer has the highest probability of being involved in tax fraud or tax evasion in a significant value. The first step of analysis consists in retrieving de data from a data lake (big data) using SQL. Then the retrieved data is analyzed using Python (Pandas and other technologies). Main development project: Accounting entry visualization through graph theory A data visualization tool to represent account entries with graphs (neo4j). This visual representation simplifies the analysis (of accounting information) and helps to identify tax fraud and tax evasion. LARGE TAXPAYERS COORDINATOR AND UNDER COORDINATOR (5 YEARS) Head of the Large Taxpayers national coordination with about 20 direct reports. Main development project: Large Taxpayer Dataviz Development of a data visualization tool to help to understand the tax behavior of the largest Brazilian taxpayers. The tool is responsible for extracting data (SQL), and processing data into visual information using the internal framework. LARGE TAXPAYERS LEADER Leader of the Large Taxpayers division with 6 direct reports. Main development project: Large Taxpayer Comparison through economic sector Tool that allows the comparison of the larger taxpayers with statistical information of the economic sector and other similar taxpayers. TAX FRAUD AND TAX EVASION DETECTION UNDER LEADER (3 YEARS) Team Management of an internal development team to build an internal framework for data analysis. The framework was mentioned by OECD as an international benchmark. Main development project: - Portal Copes Website developed in java that allows target and goals control for the tax fraud and tax evasion detection team. - Visual Script “No-code” programming platform to allow people who are not proficient in programming languages to develop new functionalities.

Projects

ARQUITETURA DE EVENTOS WEBSITE
HTML/CSS
Python
Django
Website developed in Python-Django for Arquitetura de Eventos (a company that rents rooms for parties and sells services for these parties, such as music, food, drinks, decoration, etc.). The website consists of two main modules: - Sales: allows the seller to select services, prices, discounts, etc. for every party - Management: allows menage financial results. Profit and loss, cash flow, etc. Main tech stacks used: Django class-based views, Django ORM, Django Templates
Portal Copes
2013
HTML/CSS
Java
Jsf
JavaScript
Web portal containing several web applications such as: - Goals, and Targets: Website that allows target and goals control for the tax fraud and tax evasion detection team. - Document Management: Document Management allows sharing with specific users or with specific confidentiality clearance.

Education

Universidade Nacional de BrasĂ­lia
Bachelor's degree・Accounting Sciences
Jan 2018 - Dec 2022
Universidade Federal de Minas Gerais
Bachelor's degree・Control and Automation Engineer
Jul 2001 - Dec 2006

Certifications & Awards

Medalha Noé Winkler
Hiest prize at Receita Federal do Brasil | Dec 2018