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Lucas K.

Lucas K.

AI Trainer (Handshake Remote)

USA flagEstero, Usa

Key Skills

Software

Don't disclose

Top Subject Matter

Financial modeling and forecasting (AI training)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

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DocumentDocument

Top Task Types

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Freelancer Overview

Over the past year, I have built direct, hands-on expertise in the Ai data evaluation space as an AI Trainer for Handshake, focusing on reinforcement Leaning from Human Feedback and strict quality assurance. Operating as a specialized domain expert, I specialize in training, auditing, and optimizing frontier Large Language Models on high-level financial concepts, including corporate finance, equity research, and asset valuation. My work involves executing complex data evaluations, conducting rigorous multi-step quality assurance on technical queries, and managing proprietary dashboards to eliminate model hallucinations while ensuring strict data integrity and logical consistency. What sets me apart from general data annotators is my strong foundation in institutional finance combined with advanced academic rigor. I am currently pursuing a combined Bachelor's and Master of Science in Finance at Florida State University, maintaining a 3.63 GPA, and I have already completed the SIE exam. This background allows me to audity highly technical model outputs, such as multi-step DCF calculations, complex bond valuations, and standard accounting principles, with a level of precision thgat generalist annotators cannot replicate.

Labeling Experience

AI Trainer (Handshake Remote)

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Worked as an AI Trainer performing data evaluation and Reinforcement Learning from Human Feedback to train advanced models for financial modeling and forecasting. Ensured output quality by reviewing multi-step query responses for accuracy, logical consistency, and compliance with complex project guidelines. Maintained data integrity by managing proprietary data dashboards and addressing workflow bottlenecks.

2025 - Present

Education

F

Florida State University, Herbert Wertheim College of Business

Bachelor of Science, Finance, Finance

Bachelor of Science, Finance
2027
F

Florida State University, Herbert Wertheim College of Business

Master of Science in Finance, Finance

Master of Science in Finance
2027

Work History

B

Bonita Bay Club

Sports Attendant

Bonita Springs
2023 - Present
E

Edward Jones

Financial Advisor Intern

La Porte
2024 - 2024