Victor Abreu
@victorabreu
Data professional with expertise in data science and AI solutions.
What I'm looking for
I am a data professional with 5 years of experience, specializing in data science and artificial intelligence. My journey has been marked by a commitment to delivering intelligent solutions that empower businesses to make data-driven decisions. I have a strong foundation in data analysis and business intelligence, complemented by my knowledge of data engineering.
Currently, I work as a Data Scientist at BairesDev, where I contribute to the Talent Acquisition Automation & Analytics team. My role involves developing innovative AI-powered tools, such as an audio transcription tool that enhances auditing processes. I also focus on automating complex resume analysis, streamlining workflows, and ensuring data privacy through secure analysis APIs.
Previously, I served as a Data Analyst at Coca Cola (Solar) and a Business Intelligence Analyst at FortBrasil, where I developed machine learning algorithms and statistical models that significantly impacted revenue and operational efficiency. My educational background in Civil Engineering from the Federal University of Ceará has equipped me with a strong analytical mindset, which I apply to my work in the data field.
Experience
Work history, roles, and key accomplishments
Worked on the development of an AI-powered audio transcription tool, enhancing auditing processes and extraction capabilities. Utilized multi-agent AI frameworks for automated resume analysis, streamlining workflows across teams. Developed APIs for secure data analysis, ensuring compliance and data privacy.
Data Analyst
Coca Cola (Solar) / Profectum
Aug 2023 - Sep 2024 (1 year 1 month)
Developed a machine learning clustering algorithm to identify stockout causes and collaborated on a prediction algorithm that could recover significant revenue. Utilized Azure Databricks, Python, Spark, and Power BI for model development and reporting.
Business Intelligence Analyst
FortBrasil
Aug 2020 - Aug 2023 (3 years)
Developed methods for measuring marketing campaign performance and participated in the Lucky Credit Card project. Built a cashback payment engine and structured sales data into a data mart, improving cost efficiency and information reliability.
Education
Degrees, certifications, and relevant coursework
Federal University of Ceará
Bachelor in Engineering, Civil Engineering
2016 - 2022
Created a relational database of positions and inferred indicators for Fortaleza bus lines using GPS tracking data; Developed an interface for querying managerial and operational indicators for Fortaleza bus lines.
Tech stack
Software and tools used professionally
Apache Spark
Amazon EC2
Microsoft Azure
Google Cloud Platform
Flutter
NumPy
Pandas
PySpark
MySQL WorkBench
MySQL
PostgreSQL
Microsoft SQL Server
Gmail
Databricks
React
JavaScript
Python
Kotlin
C++
Dart
PyTorch
scikit-learn
Transformers
Google Workspace
Azure SQL Database
Docker
Amazon Web Services (AWS)
Microsoft Power BI
SQL
Hugging Face
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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