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Evellyn Nicole MachadoEM
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Evellyn Nicole Machado

@evellynnicolemachado

AI Engineer at Akad Seguros, applying AI agents to claims and achieving 85% accuracy in transport-loss calculations.

Brazil
Message

At Akad Seguros, I developed an AI-agent solution for claims that translated process rules and decision points into a system that reached 85% accuracy in calculating losses for transport claims. I also developed AI solutions for underwriting and credit risk, from experimentation and validation through deployment and monitoring.

At Targit Brasil, I led the technical evaluation and selection of AI technologies for client needs and guided development of a Text-to-SQL solution using LLMs, RAG, and agents. I structured AI solutions as APIs and developed backend components for system integration.

At CEIA, I developed AI solutions for public and private organizations, including NLP systems for document analysis and information extraction. This work included a system used by TCM-GO to analyze documents submitted by municipalities in Goiás, as well as a multi-agent travel concierge for Bancorbrás.

Experience

Work history, roles, and key accomplishments

AS
Current

AI Engineer

Akad Seguros

Sep 2025 - Present (1 year 1 month)

Developed AI solutions for claims and underwriting processes, including agent-based systems and machine learning models for risk pricing and credit scoring. Deployed and operated applications on AWS using SQS and MLflow.

TB

AI Engineer

Targit Brasil

Jan 2025 - Sep 2025 (8 months)

Led technical evaluation and definition of AI technologies, developed a Text-to-SQL solution using LLMs, RAG, and agents, and structured AI solutions as APIs. Implemented CI/CD practices and conducted AI training for technical and non-technical audiences.

Education

Degrees, certifications, and relevant coursework

Universidade Federal de Goiás logoUG

Universidade Federal de Goiás

Master's degree, Computer Science

2026 -

Master's degree in Computer Science, ongoing.

Universidade Federal de Goiás logoUG

Universidade Federal de Goiás

Bachelor's degree, Artificial Intelligence

2021 - 2025

Grade: Cum Laude

Bachelor's degree in Artificial Intelligence, graduated Cum Laude.

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