Valerie L.

Key Skills

Software

Other

Labelbox

Label Studio

Top Subject Matter

Language intelligence

transcription and audio annotation for LLM training

translation/localisation and text annotation for LLM training

Top Data Types

Document

Text

Video

Audio

Top Task Types

Audio Recording

Relationship

Text Generation

Text Summarization

Translation/Localization

Transcription

Entity (NER) Classification

Classification

Freelancer Overview

Artificial Intelligence Engineer (Freelance) — OpenTrain AI — language intelligence; transcription/diarisation and audio. Brings 19+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio and Labelbox. Education includes Bachelor of Science, (Honors) International Hospitality Management, Taylor’s University (2019) and Bachelor of Interior Architecture, University of Technology Sydney (2015). AI-training focus includes data types such as Audio and Text and labeling workflows including Transcription, Translation, and Loca

Labeling Experience

AI Engineer (Freelance) - OpenTrain AI

LabelboxAudioEntity (NER) ClassificationClassification

You built and managed AI-focused infrastructure to transform raw audio and text into usable language intelligence assets. You specialized in high-fidelity transcription and multilingual translation, supporting downstream quality through structured annotations and validation. You used strong technical engineering and data workflow skills to enable reliable AI outputs for real-world LLM usage. • Built systems for transcription, diarisation, and audio labelling workflows • Produced translation, localisation, sentiment analysis, and entity recognition outputs • Developed annotation tooling and data validation processes using LabelStudio and LabelBox • Supported LLM training and fine-tuning by preparing granular annotated datasets

2025 - Present

Artificial Intelligence Engineer (Language Intelligence) - OpenTrain AI

LabelboxAudioEntity (NER) ClassificationClassification

OpenTrain AI is a freelance AI engineering role focused on building language intelligence infrastructure from raw audio and text. The work supports transcription, multilingual translation, and fine-grained processing required for LLM training readiness. The role demands strong engineering discipline, remote collaboration, and attention to quality and validation. • Build and manage pipelines for transcription, diarisation, and audio labelling • Deliver multilingual translation and localisation workflows • Create granular annotation tooling and data validation processes • Use tools and methods such as LabelStudio/LabelBox to ensure data quality.

2025 - Present

OpenTrain AI — Artificial Intelligence Engineer (Freelance), language intelligence; multilingual translation/localisation and text annotation (Jun 2025–Present)

Label StudioText

Produced multilingual text outputs and structured annotations for AI training, focusing on translation and localisation quality. Supported NLP label generation for sentiment analysis and entity recognition to improve LLM behavior and fine-tuning effectiveness. Implemented annotation tooling and validation processes to keep labels consistent and usable for model training.• Multilingual translation/localisation for training datasets• Sentiment analysis and entity recognition labeling• Granular text annotation for LLM training and fine-tuning• Quality control via annotation tooling and data validation steps

2025 - Present

OpenTrain AI — Artificial Intelligence Engineer (Freelance), language intelligence; audio transcription, diarisation, and audio labelling (Jun 2025–Present)

Label StudioAudioTranscription

Worked on language-intelligence AI data pipelines converting raw audio into training-ready assets for LLM development. Performed high-fidelity transcription and audio diarisation workflows, supporting downstream annotation and fine-tuning needs. Built and managed tooling and validation steps to ensure dataset quality at the label level.• Transcription of audio into text for training corpora• Diarisation to attribute speech segments to speakers• Audio labeling and preparation for LLM fine-tuning• Data validation and annotation tooling support using labeling platforms

2025 - Present

Artificial Intelligence Engineer (Freelance) — OpenTrain AI — text translation/localisation and semantic annotation for LLM training

LabelboxText

Created multilingual text supervision by performing translation and localisation labeling for language-intelligence assets. Added structured annotations for sentiment analysis and entity recognition to support model understanding and fine-tuning. Developed and validated datasets with annotation tools to maintain label consistency and usable training formats. • Multilingual translation and localisation labeling • Sentiment analysis and entity recognition annotations • Annotation tooling workflows • Data validation for training readiness

Present

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Education

Work History