Jerry Riley
@jerryriley
Data analyst specializing in AI data annotation, transcription, and dataset optimization.
What I'm looking for
I am a highly motivated data analyst with a Bachelor of Science in Data Analytics from the University of Maryland and hands-on experience in AI-driven projects. I specialize in data annotation, transcription, dataset cleaning, and preparing high-quality training data for machine learning models.
At Execo AI and Samasource AI I labeled and validated large datasets, conducted advanced transcription, and collaborated with engineers to define annotation guidelines while monitoring data quality metrics. I used Python, SQL, and Excel alongside labeling tools to improve model accuracy and support model testing.
I deliver accurate, timely results under tight deadlines, maintain data confidentiality, and bring strong problem-solving and statistical reporting skills to projects seeking to optimize AI performance.
Experience
Work history, roles, and key accomplishments
AI Data Specialist
Samasource AI
Jan 2022 - Jan 2025 (3 years)
Collected, processed, and QA-reviewed large datasets and performed advanced transcription and labeling to improve conversational AI accuracy and inform model testing.
AI Data Annotator
Execo AI
Jan 2022 - Jan 2025 (3 years)
Labeled, transcribed, validated, and organized large datasets to train AI/ML models, improving dataset accuracy and meeting tight project deadlines while maintaining confidentiality.
Education
Degrees, certifications, and relevant coursework
University of Maryland
Bachelor of Science, Data Analytics
2020 - 2024
Completed a Bachelor of Science in Data Analytics with coursework and projects focused on data analysis, visualization, and machine learning applications.
Baltimore High School
High School Diploma, Mathematics and Computer Science
2015 - 2019
Graduated with honors in Mathematics and Computer Science, completing a college-preparatory curriculum.
Oakwood Elementary School
Elementary School Certificate, Primary Education
2008 - 2015
Completed elementary education with excellent academic standing.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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