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Data Scientist and Researcher with a focus on Uncertainty Quantification and Explainable AI. My goal is to harness the power of computational models to assist in solving complex, multidisciplinary problems. With a solid background in applied research and business consulting, I thrive on delivering risk-aware solutions that enhance decision-making processes.…

Gabriel Brandão de Miranda

Data Scientist, AI Engineer, Data Analyst, +2

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Data Scientist and Researcher with a focus on Uncertainty Quantification and Explainable AI. My goal is to harness the power of computational models to assist in solving complex, multidisciplinary problems. With a solid background in applied research and business consulting, I thrive on delivering risk-aware solutions that enhance decision-making processes.…

Available to hire

Data Scientist and Researcher with a focus on Uncertainty Quantification and Explainable AI. My goal is to harness the power of computational models to assist in solving complex, multidisciplinary problems. With a solid background in applied research and business consulting, I thrive on delivering risk-aware solutions that enhance decision-making processes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

Portuguese

Fluent

English

Advanced

Spanish; Castilian

Beginner

Work Experience

Full Stack Data Scientist (Consultant) at Mastercard @ Sicredi

September 1, 2025 - Present

Developing end-to-end data solutions while structuring experimentation and deployment pipelines. Contributing to the MLOps infrastructure modernization to support the automation of the machine learning model lifecycle.

Doctoral Researcher at Shell Brasil & Federal University of Juiz de Fora

May 1, 2021 - September 1, 2025

Developed statistical frameworks for uncertainty quantification in computational models for reservoir simulation, focusing on Bayesian inference, uncertainty quantification, sensitivity analysis, surrogate modeling, and physics-informed machine learning.

Machine Learning Engineer at Datarisk

March 1, 2021 - September 1, 2021

Designed and deployed a credit scoring system for individuals and companies based on bureau data, covering data engineering, model training, and scalable API deployment in Azure.

Data Scientist (Consultant) at Datarisk

March 1, 2019 - March 1, 2021

Led ML initiatives in demand forecasting, credit modeling, income inference, and fraud detection, generating measurable business impact.

Junior Developer at Code Jr – UFJF Junior Enterprise

March 1, 2015 - July 1, 2016

Built and maintained websites and web applications.

Assistant – Data and Accounting at DFVasconcellos

April 1, 2013 - April 1, 2015

Managed fiscal and accounting controls; extracted and transformed data from ERP systems; Excel.

Education

Ph.D. at Federal University of Juiz de Fora

January 1, 2021 - January 1, 2025

M.Sc. at Federal University of Juiz de Fora

January 1, 2018 - January 1, 2020

B.Sc. at Federal University of Juiz de Fora

January 1, 2020 - January 1, 2021

B.Eng. at Federal University of Juiz de Fora

January 1, 2015 - January 1, 2019

B.Sc. at Federal University of Juiz de Fora

January 1, 2015 - January 1, 2018