With a background spanning AI training and UI/UX design, I bring a well-rounded set of technical and collaborative skills to every project. At DataAnnotation, I evaluated and annotated large language model responses based on structured criteria, contributing to model fine-tuning and prompt engineering efforts. I also led the UI/UX design of an AI-driven platform, gathering and iterating based on feedback from test users to deliver a semi-accessible prototype. Through projects, I’ve gained hands-on experience in building RESTful APIs, structuring relational databases, and deploying systems using Docker, some Terraform, and AWS. These projects strengthened my skills in both frontend and backend development, and gave me a strong understanding of how to build reliable and maintainable software systems.

Carter Antrobus

With a background spanning AI training and UI/UX design, I bring a well-rounded set of technical and collaborative skills to every project. At DataAnnotation, I evaluated and annotated large language model responses based on structured criteria, contributing to model fine-tuning and prompt engineering efforts. I also led the UI/UX design of an AI-driven platform, gathering and iterating based on feedback from test users to deliver a semi-accessible prototype. Through projects, I’ve gained hands-on experience in building RESTful APIs, structuring relational databases, and deploying systems using Docker, some Terraform, and AWS. These projects strengthened my skills in both frontend and backend development, and gave me a strong understanding of how to build reliable and maintainable software systems.

Available to hire

With a background spanning AI training and UI/UX design, I bring a well-rounded set of technical and collaborative skills to every project. At DataAnnotation, I evaluated and annotated large language model responses based on structured criteria, contributing to model fine-tuning and prompt engineering efforts. I also led the UI/UX design of an AI-driven platform, gathering and iterating based on feedback from test users to deliver a semi-accessible prototype.

Through projects, I’ve gained hands-on experience in building RESTful APIs, structuring relational databases, and deploying systems using Docker, some Terraform, and AWS. These projects strengthened my skills in both frontend and backend development, and gave me a strong understanding of how to build reliable and maintainable software systems.

See more

Experience Level

Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
See more

Work Experience

AI Trainer at Data Annotation (Remote)
June 1, 2024 - November 1, 2025
Evaluated and annotated 1500+ text datasets to identify failure nodes in NLP. Collaborated in agile sprints with data scientists and ML engineers, contributing to model fine-tuning and prompt engineering. Contributed to training datasets for generative AI tools, improving output coherence by 15% based on feedback analysis. Conducted qualitative and quantitative analysis of chatbot responses, improving intent classification accuracy by 12% through iterative feedback loops.
UI/UX Designer at Brilliant Catalyst
June 10, 2024 - September 30, 2024
Led the UI/UX design process for an AI-driven interface to assess users' entrepreneurial journeys and direct them to appropriate resources. Collaborated with Business and AI departments to identify target audience and key characteristics influencing design decisions, ensuring alignment with project goals. Developed and presented 2 wireframe variations, integrating feedback from Brilliant Catalyst team to finalize a user-friendly design. Ensured platform accessibility and visual appeal by gathering and implementing feedback from 15+ users, iterating on design, leading to a polished, functional prototype. Documented key UX takeaways and design rationale in comprehensive reports.

Education

Bachelor of Science (Honours) at Ontario Tech University
January 11, 2030 - June 1, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Travel & Hospitality, Professional Services

Experience Level

Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
Beginner
See more