data analyst
Writing prompts, rating, transcription, annotation, and SFT together with RHLF
Hire this AI Trainer
Sign in or create an account to invite AI Trainers to your job.
No subject matter listed
I have over four years of hands-on experience in data annotation and AI training data workflows, specializing in supervised fine-tuning (SFT) and reinforcement learning from human feedback (RLHF) for large language models. My expertise includes prompt engineering, rubric development, and authoring golden solutions to ensure high-quality, consistent data for NLP, e-commerce, financial document extraction, and customer support domains. I am skilled at designing atomic rubrics and calibration processes that significantly improve inter-annotator agreement and reduce grading variability. My work has led to measurable improvements in model alignment, output coherency, and policy compliance, including a 60% reduction in compliance escalations and a 98% parsing accuracy in structured data extraction projects. I am proficient with tools such as Scale AI, Labelbox, Appen, and in-house platforms, and have experience with Python scripting, JSON schema design, and collaborative workflows using Jira, Confluence, and GitHub. My commitment to quality and process optimization has been recognized through multiple awards and successful project outcomes.
Writing prompts, rating, transcription, annotation, and SFT together with RHLF
Bachelor of Science, Computer Science
Associate of Arts, General Studies
Freelancer