Mickel Cruz
@mickelcruz
I build production machine learning systems for credit scoring, fraud detection, and business decision-making.
Dominican RepublicWhat I'm looking for
At Asociación Cibao de Ahorros y Préstamos, I build classification models and ML pipelines using Python, LightGBM, XGBoost, Prefect, and Evidently, improving operational process efficiency by 78% through predictive modeling and automation.
I've also delivered data pipelines, dashboards, and decision-ready insights for Magna Motor, Importadora y Exportadora J&J, and Grupo Perfesa. My portfolio includes production-style credit scoring, real-time fraud detection, and credit default prediction systems with MLflow, FastAPI, Docker, GitHub Actions, drift monitoring, and explainability.
Experience
Work history, roles, and key accomplishments
ML / Data Scientist
Asociación Cibao de Ahorros y Préstamos
Jan 2024 - Present (2 years 8 months)
Build and train ML models for classification problems using Python, LightGBM, and XGBoost. Develop and maintain ML pipelines for data processing and feature engineering using Prefect and Evidently.
Education
Degrees, certifications, and relevant coursework
Instituto Tecnológico de Santo Domingo
Statistics Applied to Business, Statistics Applied to Business
2022 - 2024
Pursued studies in Statistics Applied to Business, focusing on statistical methods and their application to business decision-making.
Universidad O&M
Bachelor's Degree, Accounting
2014 - 2019
Earned a Bachelor's Degree in Accounting, gaining a strong foundation in financial principles and business operations.
Availability
Location
Dominican RepublicAuthorized to work in
Job categories
Skills
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