Summary
Overview
Work History
Education
Skills
Languages
Websites
Accomplishments
Timeline
Generic
Aramis de Albuquerque Farias

Aramis de Albuquerque Farias

São Paulo

Summary

Accomplished Sr. Data Scientist at Wildlife Studios, leveraging expertise to drive impactful game feature analyses. Proven ability in A/B testing and statistical modeling, enhancing monetization strategies, and user engagement. A strong analytical mindset, combined with effective communication skills, fosters collaboration across teams for optimal results.

Overview

4
4
years of professional experience

Work History

Sr. Data Scientist

Wildlife Studios
10.2024 - Current

Direct analytical support for game teams, encompassing KPI definition, A/B test design and evaluation, assisting with new feature design, and the analysis of in-game initiatives.

  • Developed custom visualization solution that became used in 50% of all visualizations of the company, enabling advanced displays not available in the standard BI tool (Looker), e.g. error bars, confidence intervals, moving averages and faceting.
  • Standardized data infrastructure, reducing new dashboard creation time by 50% and expanded the solutions to other games, reducing processing time up to 50%.
  • Mentored analytics transformation across multiple game teams, establishing best practices for data architecture and self-service analytics that became company-wide standards.
  • Implemented automated revenue tracking system that identified 3.3% revenue leakage across all company products and worked with engineering teams to resolve data pipeline issues.

Data Scientist

Wildlife Studios
09.2023 - 10.2024

Direct analytical support for game teams, encompassing KPI definition, A/B test design and evaluation, assisting with new feature design, and the analysis of in-game initiatives.

  • Built end-to-end A/B testing framework from conception to analysis, centralizing experimentation processes and delivering automated reporting that supported 50+ tests annually
  • Designed analytics infrastructure migrating from legacy systems to modern BI tools (Looker), creating standardized data pipelines and self-service dashboards for all game stakeholders.
  • Led critical product launch analysis for Tennis 2.0 feature rollout, providing statistical guidance and performance tracking that supported executive decision-making for multi-million dollar product pivot
  • Created anti-fraud detection system using behavioral analysis to identify and ban cheating patterns, improving game integrity and user experience

Business Analyst

Wildlife Studios
12.2021 - 08.2023

Responsible for analytical events design, monitoring, and visualization; A/B test design and evaluation; analytical support for monetization, economy, and product initiatives; and explanatory business reports.

  • Redesigned live operations infrastructure to support daily operations cycle, implementing automated quality control systems and conflict detection that reduced operational errors by 90%
  • Created operational efficiency tools including automated scripts and spreadsheet functions that reduced manual work by 60%

Education

Postgraduate Course - Project Management

Getúlio Vargas Institute
Rio de Janeiro
01.2020

Bachelor - Civil Engineering

Military Engineering Institute
Rio de Janeiro
01.2015

Skills

  • Python and R
  • SQL and Databases
  • Data visualization tools (Tableau, Looker)
  • Machine learning techniques
  • Statistical analysis
  • A/B testing methodologies
  • Version control with Git
  • Clustering and anomaly detection

Languages

  • Portuguese - native
  • English - FCE (C1)
  • German - Goethe-Zertifikat (B2)
  • French - DELF (B1)
  • Japanese - JLPT (N3)

Accomplishments

  • Google Certification in Data Analytics 2021
  • Exchange student in Germany 2014, Technische Universität Dresden

Timeline

Sr. Data Scientist

Wildlife Studios
10.2024 - Current

Data Scientist

Wildlife Studios
09.2023 - 10.2024

Business Analyst

Wildlife Studios
12.2021 - 08.2023

Postgraduate Course - Project Management

Getúlio Vargas Institute

Bachelor - Civil Engineering

Military Engineering Institute
Aramis de Albuquerque Farias