Felipe L.

Felipe L.

Senior Data Scientist

Minas Gerais, Brazil
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About Me

Felipe is a Data Scientist with working knowledge of modern data science tools and languages to design, build and implement sophisticated data pipelines and enterprise-grade data processing, analytics and reporting applications on multiple data science projects. He maintains and enforces common conventions, standards and technologies across database structures and applications to drive scalability and increase consistency.

Work history

UpStack
UpStack
Senior Data Scientist
2022 - Present (2 years)
Remote
  • Worked with databases, acquiring Data, ETL/ELT, big data pipelines, and cloud services, also implementing and training teams to use SVN version control system.

  • Collaborate with analytics and development teams to improve data models, increasing data accessibility and fostering data-driven decision making across the organization.

  • Work closely with teams of software engineers, product managers, and other stakeholders.

Illuvium.io
Illuvium.io
Data Scientist
2022 - Present (2 years)
Australia
  • Deployed new solutions to implement the game's balance model into production on AWS using MLOps best practices.

  • Worked on the probability model on the platform for the sale of land (NFTs) - increasing revenue generation for Illuvium.

  • Built and executed several data analysis pipelines to improve multiple game initiatives and functionalities.

Olist
Olist
Data Scientist
2021 - 2022 (1 year)
Minas Gerais, Brazil
  • Led a team of engineers to manage and manipulate risk models to help the company maintain its sales channels.

  • Built new reputation models on AWS and transcribed notebooks into high-quality code per software best practices.

  • Developed and deployed data pipelines to handle the running of models using DAGs and ECS.

Numera
Numera
Data Analyst
2021 - 2021
Minas Gerais, Brazil
  • Utilized the latest NLP techniques and tools to extract insights from texts for Numera's reference platform.

  • Handled speech-to-text transcriptions tasks on the project - bringing value to solutions using AWS and Google tools.

  • Managed exploratory and explanatory analysis processes to ensure high-quality solutions for clients.

AI Robots
AI Robots
Data Scientist
2020 - 2021 (1 year)
Minas Gerais, Brazil
  • Built and maintained the data pipelines for generating information - creating resources to make the information relevant.

  • Developed and deployed data pipelines and models with high performance and availability for AI Robots.

  • Architected and executed Azure solutions for industrial robots using state-of-the-art ML and AI algorithms.

Freelance
Freelance
Data Scientist
2018 - 2020 (2 years)
Belo Horizonte, Brazil
  • Designed, implemented and supported an end-to-end data analysis platform for Machedo Law - gathering requirements and mapping processes.

  • Deployed OLAP database solutions on the project - architecting and building the data warehouses, cubes, and data lakes.

  • Worked on a BI solution that enhances utilizing functional and non-functional requirements and business rules to improve KPIs.

IPM Sistemas
IPM Sistemas
Fullstack Developer (Intern)
2017 - 2018 (1 year)
Rio do Sul , Brazil
  • Designed and developed a web portal purposely for city halls within Brazil.

  • Created and modelled data resources on the project.

  • Worked with senior devs to generate operation reports and analysis for clients from IPM's database.

Universidade do Estado de Santa Catarina
Universidade do Estado de Santa Catarina
Software Developer (Scholarship)
2016 - 2017 (1 year)
Ibirama SC, Brazil
  • Designed and deployed a new visualization platform to pinpoint flood points within the upper ItajaĆ­ valley.

  • Manipulated maps and interpolated geometric figures to ensure consistency and accuracy on the platform.

  • Provided ongoing support for defects and bugs on the solution.

Portfolio

Data Scientist - Illuvium
Data Scientist - Illuvium

Illuvium develops and publishes AAA play-to-earn crypto games - removing the ownership gap between gamers and games to create a community-governed collaborative game development model. Illuvium offers collectible NFT assets and in-game functionalities that are playable across multiple games with the Illuvium metaverse. Managed data analysis tasks, built new data pipelines for automated analysis, and deployed new data models to help with decision-making on the project.

Data Scientist - Olist
Data Scientist - Olist

Olist is an SMB commerce enabler ecosystem providing end-to-end solutions to customers - enabling them to sell online without headaches. Provided data science expertise to enhance data analytics and risk management - taking over several data initiatives with a product-oriented mindset to deliver solutions.

Data Scientist - AI Robotics
Data Scientist - AI Robotics

Worked on AI Robots, a robotic platform using artificial intelligence for optimization, predictive and prescriptive maintenance on projects. Handled the data pipeline that cleans and explores data on the platform and provided high-quality solutions to improve different projects for clients.

Education

Machine Learning Engineer
Machine Learning Engineer
Udacity
2019 - 2019
Data Science Fundamentals
Data Science Fundamentals
Udacity
2017 - 2018 (1 year)
Bachelor's Degree in Software Engineering
Bachelor's Degree in Software Engineering
Universidade do Estado de Santa Catarina
2016 - 2019 (3 years)
Bachelor's Degree in Production Engineering
Bachelor's Degree in Production Engineering
UFOP - Universidade Federal de Ouro Preto
2011 - 2015 (4 years)