Vinícius Zamariola
@vinciuszamariola
Data Scientist and AI Engineer with expertise in predictive modeling.
What I'm looking for
I am a Data Scientist and AI Engineer with practical experience in predictive modeling, LLM-based automation, and operational optimization in both industrial and public data environments. My proficiency in Python, time series forecasting, cost analysis, and data visualization has enabled me to deliver high-impact results, such as reducing idle inventory by R$4.2M and automating classification for over 1.2 million documents using generative AI.
Currently, I work as a Performance Analyst at Sylvamo, where I led the development of an MRO Inventory Recommender that significantly reduced idle stock across multiple mills. My experience includes developing a time series forecasting system to support procurement strategies and designing Monte Carlo simulations for financial risk assessments. I have also collaborated with backend developers to create responsive web interfaces and integrate APIs, ensuring best practices in digital accessibility.
In addition to my technical skills, I have a strong commitment to community engagement, having founded MogiOpenData, where I built open data platforms to enhance transparency for local NGOs. My educational background includes a Bachelor's Degree in Chemical Engineering, complemented by an exchange program in the same field, which has equipped me with a solid foundation in both engineering principles and data science.
Experience
Work history, roles, and key accomplishments
Performance Analyst I
Sylvamo
Dec 2021 - Present (3 years 10 months)
Led the development of an MRO Inventory Recommender using Python, which successfully reduced idle stock by R$4.2M across 3 mills. Developed a time series forecasting system using Python and PyCaret to estimate contract costs for over 20 indicators, supporting procurement strategy for 36+ buyers.
Founder
MogiOpenData
Dec 2019 - May 2025 (5 years 5 months)
Built open data platforms using Python, VueJS, and PowerBI, applying digital accessibility standards for pandemic data in Mogi Guaçu. Led the creation of a transparency portal for a local waste NGO, increasing visibility and leading to awards and the acquisition of a new truck.
Frontend Developer
MOVA
Dec 2021 - Jan 2022 (1 month)
Developed and maintained responsive web interfaces using VueJS, NuxtJS, Vuetify, and GitHub, adhering to best practices in digital accessibility. Collaborated with backend developers to integrate APIs and implement unit tests, which reduced the manual QA workload.
Education
Degrees, certifications, and relevant coursework
Federal University of Itajubá
Bachelor's Degree in Chemical Engineering, Chemical Engineering
Implemented a model predictive control (MPC) system using Python and Arduino for level control in embedded systems. This project demonstrated practical application of engineering principles and programming for real-world solutions.
University of Porto
Exchange Program in Chemical Engineering, Chemical Engineering
Activities and societies: Contributed to the university journal and joined a data science study group.
Focused on environmental engineering and business organization disciplines. Contributed to the university journal and joined a data science study group, enhancing interdisciplinary knowledge and collaborative skills.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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