Iago Almeida
@iagoalmeida
Data Scientist building machine learning pipelines for credit risk, cancer survival analysis, and predictive modeling.
BrazilWhat I'm looking for
My machine learning projects include a credit risk prediction pipeline that uses a Random Forest model optimized with RandomizedSearchCV, with SHAP explanations and production-ready artifact export.
For cancer research, I developed a bioinformatics pipeline using TCGA data to analyze genetic mutations and patient survival. It includes Kaplan-Meier analysis, Cox models, and an interactive dashboard.
In a project analyzing cervical cancer prevention, I built a Python ETL pipeline with automated web scraping and applied statistical tests to examine regional differences in health indicators.
At Orange Labs Tecnologia LTDA, where I work in Quality Assurance, I develop Playwright and Selenium automation frameworks and implement AWS serverless CI/CD pipelines. My automation work reduced test time by 40%.
Experience
Work history, roles, and key accomplishments
Quality Assurance (Q.A.)
Orange Labs Tecnologia LTDA
Dec 2023 - Present (2 years 11 months)
Developed automation frameworks using Playwright and Selenium, reducing test time by 40%. Implemented Serverless CI/CD pipelines on AWS and processed complex JSON data for business rule validation.
Fuel Attendant
Postos Abel Galinha LTDA
Apr 2019 - Mar 2024 (4 years 11 months)
Provided customer service and operational management at a fuel station.
Waiter
Recanto da Peixada
Feb 2019 - Feb 2023 (4 years)
Provided customer service and operational management in a restaurant.
Waiter
Level Sushi
Aug 2016 - Apr 2019 (2 years 8 months)
Provided customer service in a restaurant.
Fuel Attendant
Rodão Auto Posto LTDA
Dec 2013 - Nov 2014 (11 months)
Provided operational services at a fuel station.
Construction Worker
Civil Construction
Sep 2013 - Dec 2013 (3 months)
Performed construction work in civil construction.
Education
Degrees, certifications, and relevant coursework
IFRR
Technologist, Analysis and Systems Development
Pursuing a Technologist degree in Analysis and Systems Development.
Estácio de Sá College
Bachelor's degree, Biomedicine
Pursuing a Bachelor's degree in Biomedicine, currently in the 7th semester.
Coursera
Professional Certificate, Data Analytics
2024 - 2025
Completed the Google Data Analytics Professional Certificate.
EBAC – British School of Creative Arts and Technology
Free Course, Data Analyst
2024 -
Completed a free course in Data Analyst, started in November 2024.
Data Science Academy
Course, Python Fundamentals for Data Analysis and Data Science
2024 - 2024
Completed a course in Python Fundamentals for Data Analysis and Data Science, with a workload of 72 hours.
Tech stack
Software and tools used professionally
Availability
Location
BrazilAuthorized to work in
Salary expectations
Social media
Job categories
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