Kimberly Daigle

PROFESSIONAL SUMMARY AI data specialist with advanced experience in annotation, evaluation, and language model training. Skilled in classification, labeling, prompt generation, content quality review, data augmentation, and RLHF methodologies. Strong background in instructional leadership, curriculum design, and linguistic analysis. Produces high-quality, scalable datasets that improve model accuracy and overall system performance. CORE AI SKILLS Evaluation • Annotation & Labeling • Identification Labeling • Classification • Relevance Scoring • Similarity Judgments • Content Quality Review • Prompt Generation • Response Generation • Response Rewrite • Summarization • Data Augmentation • Grading • Data Collection • Transcription • Translation EXPERIENCE Digital Annotation Expert & English Language Model Trainer Mercor – Projects Nova & Musina | 2024–Present - Evaluate AI-generated outputs for accuracy, relevance, safety, and adherence to guidelines. - Conduct labeling, classification, and content categorization across varied data types. - Rank responses to support RLHF and model preference optimization. - Create prompts, rewrite outputs, and produce synthetic data to expand datasets. - Score similarity and relevance using rubric-based criteria. - Perform transcription and translation tasks for multilingual datasets. - Provide quality feedback to improve model alignment and training pipelines. PK–5 Instructional Specialist Huffman ISD | 2017–Present - Deliver instructional coaching, curriculum updates, and data-driven learning improvement. - Develop model lessons and support teachers in effective pedagogy. District Instructional Specialist K–12 Goose Creek ISD |- - Wrote curriculum for 16 campuses; implemented districtwide instructional strategies. - Designed and facilitated SPED and instructional training programs. 1 Recruitment Team Lead Goose Creek ISD |- - Managed recruitment communications, social branding, and applicant coaching. EDUCATION & CERTIFICATIONS M.Ed., Educational Administration, Lamar University B.S., Communications, Lamar University Certifications: Principal EC–12 • ESL Supplemental • Reading by Design TECHNICAL SKILLS AI Labeling Tools • Data Annotation Platforms • LMS • CRM • Excel • Google Suite • Instructional Design Tools AWARDS & INTERESTS Campus Leader Award -) Interests: Traveling • Reading • Gardening • DIY Projects 2