Vinicius Rorato
@viniciusrorato
AI & Data Engineer building production LLM tools and fullstack platforms for trading insights.
What I'm looking for
I’m a data-driven AI & Data Engineer with 9+ years at the intersection of financial markets, commodity trading, and software engineering. I build AI-powered analytical tools, fullstack applications, and automated data pipelines that support real trading and investment workflows. My edge is combining deep agricultural commodity domain expertise (soybeans, soymeal, corn) with a strong, hands-on programming foundation and modern AI/ML frameworks.
In my current role as a Research Analyst at 3Tentos Agri Trading, I leverage LLMs and AI tools daily to accelerate commodity research, generate market insights, and draft analytical reports. I build and maintain automated pipelines that ingest, clean, and model agricultural market data for forward price curves and supply/demand balance sheets. I also develop fullstack internal tools—dashboards, alerts, and scrapers—and integrate AI APIs and machine learning models into production workflows to improve the speed and quality of commodity analysis.
Previously at Nova Agri and XP Investimentos, I automated repetitive trading and investment workflows with Python scripts, built quantitative models to track basis/freight/margins, and aggregated and visualized large datasets from multiple market sources. I collaborated with the trading desk on systematic price risk management frameworks and streamlined investment analysis by automating data collection from market feeds and public financial statements. I aim to bridge the gap between market understanding and technical execution—shipping tools that solve real problems and get used by decision-makers.
Experience
Work history, roles, and key accomplishments
Research Analyst
3Tentos Agri Trading
Jan 2025 - Present (1 year 4 months)
Use LLM-based tools to accelerate commodity research and generate analytical reports on soybeans, soymeal, and corn markets. Build and maintain ETL data pipelines and fullstack internal dashboards/alerts/scrapers, integrating AI APIs and ML models into production workflows for faster decision support.
Trader Analyst
Nova Agri
Jan 2022 - Jan 2025 (3 years)
Automate repetitive trading workflows with Python scripts, reducing manual analysis time by significant margins. Build quantitative models and analytics to track basis, freight, and margin structures, and support systematic price risk management in collaboration with the trading desk.
Investment Analyst
XP Investimentos
Jan 2021 - Jan 2022 (1 year)
Streamline investment analysis by processing financial datasets and building custom valuation models using programming. Automate data collection from market feeds and public financial statements to improve research coverage and efficiency, applying quantitative and capital-markets foundations to support analysis.
Education
Degrees, certifications, and relevant coursework
UNESP
Bachelor's degree, Mechanical Engineering
2008 - 2012
Earned a bachelor's degree in Mechanical Engineering from UNESP between 2008 and 2012.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/vroratoJob categories
Skills
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