Davidson Mba

Key Skills

Software

Scale AI

OneForma

Top Subject Matter

No subject matter listed

Top Data Types

Video

Top Label Types

Emotion Recognition

Object Detection

Text Summarization

Prompt Response Writing SFT

Transcription

Freelancer Overview

I am an experienced data annotator and AI model evaluator with a strong track record in delivering high-quality labeled data and insightful feedback to improve machine learning models. My hands-on experience includes working on advanced AI projects such as the Aether project and Cobra Clip, where I specialized in multimedia content processing and annotation. I am skilled in ensuring accuracy, consistency, and adherence to guidelines, and have collaborated with remote AI teams to assess and refine model outputs for reliability and bias reduction. My background in cybersecurity analysis further strengthens my ability to maintain data integrity and quality assurance throughout the labeling process. I am proficient in using various labeling tools and have a keen attention to detail, strong analytical skills, and a commitment to supporting the development of robust, real-world AI applications.

Labeling Experience

Audio transcription

OneformaAudioSegmentationEvaluation Rating

As a freelance audio transcription contributor on OneForma, I handled precise speech-to-text conversion tasks to create high-quality training data for AI speech recognition and voice assistant models. project involving 1.Segmenting recordings and producing verbatim transcripts. 2.eviewing/correcting pre-transcribed text in client-provided web tools 3.Listening to short audio clips of everyday conversations or user-assistant interactions 4. Adding timestamps

As a freelance audio transcription contributor on OneForma, I handled precise speech-to-text conversion tasks to create high-quality training data for AI speech recognition and voice assistant models. project involving 1.Segmenting recordings and producing verbatim transcripts. 2.eviewing/correcting pre-transcribed text in client-provided web tools 3.Listening to short audio clips of everyday conversations or user-assistant interactions 4. Adding timestamps

2025

Video Annotation

Scale AIVideoEmotion RecognitionObject Detection

I worked as a freelance AI model evaluator and contributor on Outlier AI, focusing on diagram labelling and evaluation tasks for multimodal AI training. This involved reviewing and providing human feedback on AI-generated or interpreted technical diagrams, charts, scientific figures, flowcharts, and similar visuals to help improve the model's ability to understand and reason about visual content accurately. projects includes: 1. Evaluating whether a generated diagram correctly represented a given text description or process, like checking if a flowchart accurately showed a biological pathway or engineering system). 2. Identifying and labelling errors like mislabeled axes, incorrect units, wrong arrows, inaccurate components, or inconsistencies in graphs and illustrations. 3. Rating the overall accuracy, clarity, and completeness on a rubric scale, then writing short justifications explaining my ratings.

I worked as a freelance AI model evaluator and contributor on Outlier AI, focusing on diagram labelling and evaluation tasks for multimodal AI training. This involved reviewing and providing human feedback on AI-generated or interpreted technical diagrams, charts, scientific figures, flowcharts, and similar visuals to help improve the model's ability to understand and reason about visual content accurately. projects includes: 1. Evaluating whether a generated diagram correctly represented a given text description or process, like checking if a flowchart accurately showed a biological pathway or engineering system). 2. Identifying and labelling errors like mislabeled axes, incorrect units, wrong arrows, inaccurate components, or inconsistencies in graphs and illustrations. 3. Rating the overall accuracy, clarity, and completeness on a rubric scale, then writing short justifications explaining my ratings.

2025

Education

Work History