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Miah Smith

Freelance AI Training Specialist

United Kingdom flagDurham, United Kingdom
$15.00/hrIntermediateOtherData Annotation TechRemotasks

Key Skills

Software

Other
Data Annotation TechData Annotation Tech
RemotasksRemotasks

Top Subject Matter

AI Training & Machine Learning

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

ClassificationClassification
Object DetectionObject Detection
Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
Fine-tuningFine-tuning
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Computer Programming/CodingComputer Programming/Coding
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Freelance AI Training Specialist. Core strengths include Other. AI-training focus includes data types such as Image and labeling workflows including Classification.

IntermediateEnglish

Labeling Experience

AI Derendering Training

VideoComputer Programming Coding
In my role as a Derendering Training Specialist, I analyze content from provided URLs and evaluate it according to specific criteria designed to improve AI understanding and performance. I review each URL carefully, identifying relevant elements, removing extraneous or irrelevant data, and providing structured feedback on quality, accuracy, and adherence to guidelines. This process helps refine AI models in distinguishing important content from noise. The role requires strong analytical skills, meticulous attention to detail, and the ability to follow precise evaluation protocols to ensure consistent, high-quality results.

In my role as a Derendering Training Specialist, I analyze content from provided URLs and evaluate it according to specific criteria designed to improve AI understanding and performance. I review each URL carefully, identifying relevant elements, removing extraneous or irrelevant data, and providing structured feedback on quality, accuracy, and adherence to guidelines. This process helps refine AI models in distinguishing important content from noise. The role requires strong analytical skills, meticulous attention to detail, and the ability to follow precise evaluation protocols to ensure consistent, high-quality results.

2026 - Present

AI Transcription

AudioText Generation
In my role as an Audio Transcription Specialist for AI training, I listen carefully to audio recordings and transcribe them accurately according to specific guidelines and formatting rules. I ensure that every word, tone, and nuance is captured correctly, maintaining high standards of precision and consistency. This work involves following detailed instructions for punctuation, speaker labeling, and contextual accuracy, while delivering transcripts that are clear, complete, and ready for use in training and improving AI models. The role demands strong listening skills, attention to detail, and the ability to produce accurate results efficiently across multiple audio files.

In my role as an Audio Transcription Specialist for AI training, I listen carefully to audio recordings and transcribe them accurately according to specific guidelines and formatting rules. I ensure that every word, tone, and nuance is captured correctly, maintaining high standards of precision and consistency. This work involves following detailed instructions for punctuation, speaker labeling, and contextual accuracy, while delivering transcripts that are clear, complete, and ready for use in training and improving AI models. The role demands strong listening skills, attention to detail, and the ability to produce accurate results efficiently across multiple audio files.

2026 - Present

AI Audio Analysis

AudioText Generation
n my role as an Audio Analysis Specialist for AI training, I listen to audio recordings and review AI-generated transcripts to ensure their accuracy and completeness. I carefully compare the transcription against the original audio, checking for errors, omissions, misinterpretations, and formatting issues. Using established evaluation guidelines, I provide detailed feedback to help improve the AI’s speech recognition and transcription capabilities. This role requires excellent listening skills, attention to detail, and the ability to work methodically to maintain high-quality standards across multiple audio files.

n my role as an Audio Analysis Specialist for AI training, I listen to audio recordings and review AI-generated transcripts to ensure their accuracy and completeness. I carefully compare the transcription against the original audio, checking for errors, omissions, misinterpretations, and formatting issues. Using established evaluation guidelines, I provide detailed feedback to help improve the AI’s speech recognition and transcription capabilities. This role requires excellent listening skills, attention to detail, and the ability to work methodically to maintain high-quality standards across multiple audio files.

2026 - Present

Audio evaluation specialist

AudioEvaluation Rating
In my role as a Video Evaluation Specialist for AI training, I review video content and carefully listen to accompanying audio to assess and compare multiple AI-generated responses. I evaluate each response based on key criteria such as accuracy, relevance, clarity, and overall quality, determining which performs best while identifying any errors, inconsistencies, or biases. I follow structured guidelines and scoring systems to ensure consistency and precision, while providing clear, concise feedback that supports the improvement of AI models. This role requires strong attention to detail, analytical thinking, and the ability to work independently to deliver high-quality evaluations within set deadlines.

In my role as a Video Evaluation Specialist for AI training, I review video content and carefully listen to accompanying audio to assess and compare multiple AI-generated responses. I evaluate each response based on key criteria such as accuracy, relevance, clarity, and overall quality, determining which performs best while identifying any errors, inconsistencies, or biases. I follow structured guidelines and scoring systems to ensure consistency and precision, while providing clear, concise feedback that supports the improvement of AI models. This role requires strong attention to detail, analytical thinking, and the ability to work independently to deliver high-quality evaluations within set deadlines.

2026 - Present

Freelance AI Training Specialist

OtherImageObject Detection
As a freelance AI training specialist, I performed data annotation, image comparison, object removal analysis, and language evaluation. My tasks involved training and refining AI models by labeling and annotating images and language data. I ensured accurate labeling, high data quality, and contributed to improving model performance. • Conducted image comparison and visual analysis for AI accuracy. • Performed classification and evaluation for object detection and removal tasks. • Labeled and refined language data for NLP tasks. • Ensured quality and consistency across large datasets.

As a freelance AI training specialist, I performed data annotation, image comparison, object removal analysis, and language evaluation. My tasks involved training and refining AI models by labeling and annotating images and language data. I ensured accurate labeling, high data quality, and contributed to improving model performance. • Conducted image comparison and visual analysis for AI accuracy. • Performed classification and evaluation for object detection and removal tasks. • Labeled and refined language data for NLP tasks. • Ensured quality and consistency across large datasets.

2026 - Present

Education

N

New College Durham

Extended Diploma, Teaching Assistant

Extended Diploma
2021 - 2023

Work History

D

Durham County Council

Teaching Assistant

Durham
2022 - Present