Open to opportunities

Dillion User

@dillionuser

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Data analyst and AI annotation specialist delivering accurate LLM-ready datasets and predictive models.

United States

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What I'm looking for

I’m looking for a role where I can apply AI data annotation and machine learning to improve dataset quality and model outcomes, with room to grow into predictive modeling and production-ready analytics—while collaborating with teams that value accuracy and feedback.

I’m a results-driven Computer Science graduate focused on AI data annotation, machine learning, and full-stack development. I bring hands-on experience resolving complex video label disputes and producing high-fidelity audio transcriptions to support LLM training.

In remote roles as a Disputer & T3 Reviewer and Audio Annotator, I perform quality assurance, final adjudication, and edge-case annotation work with direct impact on downstream AI model training accuracy. I’m skilled in applying strict controls to ensure datasets remain reliable for machine learning algorithms.

I also strengthen my analytics workflow with Python-based data processing, SQL querying and transformation, and automation via scripting. From internships supporting hospital network systems and junior data analysis pipelines, to building projects like a PriceSniffer web app and a Bitcoin trend predictor, I aim to combine accuracy, efficiency, and practical product thinking in every delivery.

Experience

Work history, roles, and key accomplishments

Current

Remote Disputer & T3 Reviewer

Current

Atlas Label

Dec 2025 - Present (7 months)

Conduct comprehensive reviews, quality assurance, and final adjudication of video annotations to resolve complex label disputes and support downstream AI model training accuracy. Handle advanced (T3) video annotation for edge-case datasets requiring nuanced judgment.

Remote Audio Annotator

Polly Annotation

Apr 2025 - Nov 2025 (7 months)

Contributed to training advanced AI large language models (LLMs) by accurately transcribing and annotating Finnish audio content. Applied strict quality control measures to ensure high-fidelity dataset inputs for machine learning.

Junior Data Analyst

Bynary Craft

Oct 2023 - Dec 2024 (1 year 2 months)

Executed end-to-end Python-based data processing pipelines to gather, cleanse, and prepare data from sources including IBM Cognos and Kaggle. Automated web scraping and extraction with BeautifulSoup and Python Requests, and used SQL for querying and transforming datasets for analytical reporting.

Python Pandas NumPy IBM Cognos Analytics Kaggle BeautifulSoup Python Requests SQL Data Cleansing Data Pipelines Data Analysis Web Scraping

IT Support Technician

Nigerian Navy Reference Hospital

Aug 2024 - Nov 2024 (3 months)

Maintained and secured the hospital’s network infrastructure to ensure consistent uptime for critical medical systems. Configured local servers, implemented administrative access controls, and managed database integrity using MySQL.

Network Administration Configuration Access Control MySQL Data Integrity

Education

Degrees, certifications, and relevant coursework

Air Force Institute of Technology (AFIT)

Bachelor of Science, Computer Science

2022 - 2025

Grade: Second Class Upper Division (CGPA 4.16/5.0)

Activities and societies: Class Representative (Computer Science Department); liaison between faculty and students and organized academic support initiatives.

B.Sc. in Computer Science at Air Force Institute of Technology (AFIT) from 2022 to 2025, achieving Second Class Upper Division (CGPA 4.16/5.0).