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Amanda Felipe De Sousa

Amanda Felipe De Sousa

Specialist in data labeling with expertise in semantic evaluation and NLP.

Brazil flagBarra do Ribeiro, Rio Grande do Sul, Brazil
$12.00/hrEntry LevelAppenDatasaurDoccano

Key Skills

Software

AppenAppen
DatasaurDatasaur
DoccanoDoccano
Figure EightFigure Eight
HumanaticHumanatic
LabelboxLabelbox
LightTagLightTag
LionbridgeLionbridge
ProdigyProdigy

Top Subject Matter

Sentiment analysis/Digital interaction data
Identification of dangerous situations/Risk dialogues
LLM evaluation in Brazilian Portuguese

Top Data Types

ImageImage
TextText
VideoVideo

Top Task Types

Action Recognition
Emotion Recognition
Object Detection
Question Answering
Red Teaming

Freelancer Overview

Tenho experiência prática em rotulagem de dados e treinamento de IA, com foco em análise semântica, avaliação de sentimentos e reconhecimento de padrões contextuais. Ao longo dos projetos, desenvolvi habilidades para identificar e categorizar dados de forma precisa, utilizando técnicas como reconhecimento de ações em vídeos, análise de interações digitais e identificação de situações de risco em diálogos. Essa experiência me permitiu contribuir para a criação de sistemas de IA mais eficientes e alinhados ao comportamento humano. Sou apaixonada por trabalhar com projetos que tornam a IA mais humanizada e responsável, aplicando métodos que garantem a precisão dos modelos e, ao mesmo tempo, promovem impacto social positivo. Minha capacidade de atenção aos detalhes e compromisso com resultados de alta qualidade me diferenciam, especialmente em projetos voltados à personalização e ao aperfeiçoamento de tecnologias para melhorar a experiência do usuário e a segurança em diferentes aplicações.

Entry LevelEnglishSpanishPortuguese

Labeling Experience

Appen

Red Teaming for AI Text-Based Models

AppenTextClassificationQuestion Answering
Participated in a Red Teaming project to test the ethical and functional robustness of AI models handling text-based inputs. My tasks included crafting adversarial scenarios and prompts to expose vulnerabilities in text generation and classification models. Additionally, I annotated responses to flag inappropriate outputs, biases, and inconsistencies, ensuring the model adhered to ethical standards and improved reliability.

Participated in a Red Teaming project to test the ethical and functional robustness of AI models handling text-based inputs. My tasks included crafting adversarial scenarios and prompts to expose vulnerabilities in text generation and classification models. Additionally, I annotated responses to flag inappropriate outputs, biases, and inconsistencies, ensuring the model adhered to ethical standards and improved reliability.

2024 - 2024
Prodigy

Sentiment annotation in digital interactions

ProdigyTextEntity Ner ClassificationQuestion Answering
I collaborated on a project focused on sentiment analysis, where I was responsible for identifying emotions and intentions in texts, such as customer support messages. My role involved classifying emotional patterns (e.g., anxiety, frustration, empathy) and detailed annotation of dialogue intentions. The goal was to help the AI provide more humanized and ethical responses, especially in sensitive contexts like mental health support.

I collaborated on a project focused on sentiment analysis, where I was responsible for identifying emotions and intentions in texts, such as customer support messages. My role involved classifying emotional patterns (e.g., anxiety, frustration, empathy) and detailed annotation of dialogue intentions. The goal was to help the AI provide more humanized and ethical responses, especially in sensitive contexts like mental health support.

2024 - 2024

Education

A

Anhanguera Educacional

Tecnólogo, Data Science

Tecnólogo
2023 - 2024

Work History

No Work History added yet

Amanda F. hasn’t added any Work History to their OpenTrain profile yet.