Carmen Barbosa
Senior Data Scientist
Randstad, Netherlands
Summary
👤
Senior🎓
Top SchoolCarmen Barbosa is a Senior Data Scientist with 11 years of experience applying machine learning and data engineering to real-world problems across transport, water management, property valuation, and social impact. She holds a PhD in astronomy from Leiden University, bringing strong quantitative modeling and simulation skills to production ML systems. At organizations like Coolblue, Deltares, and Kickstart AI she has built end-to-end solutions—from prototype to GCP/Azure production—covering time-series forecasting, computer vision (YOLO/OpenCV), and scalable clustering for logistics. Her work directly supported social-good initiatives (poverty-mapping dashboards used by Dutch foodbanks) and safety-critical projects (unattended-object detection for Dutch rail). Comfortable with cloud-native tooling (GCP, Azure, Airflow, Azure ML) and CI/CD, she also has a track record of leading projects and mentoring teams. Notably, her background in astrophysical simulation informs a research-minded approach to problem formulation and rigorous model validation.
11 years of coding experience
13 years of employment as a software developer
Master's degree Physics, Master's degree Physics at Universidad Nacional de ColombiaPhD degree astronomy, PhD degree astronomy at Leiden University
Spanish, English, Dutch
Github Skills (66)
simulations9
astronomy9
pandas-dataframe9
gravity9
statistics8
python8
datasets8
exploratory-data-analysis8
eda8
data-profiling8
astrophysics8
pandas7
data-exploration7
data-visualization7
ide7
Programming languages (3)
Github contributions (5)
anamabo/Predicting_failure_hard_disks
Oct 2016 - Oct 2020
Contributions:9 pushes, 1 branch, 3 comments in 3 years 11 months
anamabo/medium-blogs
Jun 2022 - Mar 2025
This repository contains the codes used in my medium blog posts.
Contributions:1 review, 4 PRs, 28 pushes in 2 years 9 months
machinelearning-pythonoutreach
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