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Vinicius RoratoVR
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Vinicius Rorato

@viniciusrorato

AI & Data Engineer building production LLM tools and fullstack platforms for trading insights.

Brazil
Message

What I'm looking for

I’m looking for a team where I can ship AI-powered data pipelines and fullstack decision tools for commodity/market workflows—building reliable models, dashboards, and LLM integrations that improve speed, accuracy, and risk decisions.

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

TT
Current

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.

XI

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 logoUN

UNESP

Bachelor's degree, Mechanical Engineering

2008 - 2012

Earned a bachelor's degree in Mechanical Engineering from UNESP between 2008 and 2012.

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