Angela R.

Key Skills

Software

No software listed

Top Subject Matter

Large language model (LLM) response evaluation and AI training datasets

Operational/financial dataset organization and categorization for analytics

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Classification

Entity (NER) Classification

Freelancer Overview

Generalist Expert-Evals AI Trainer - Handshake AI. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Microsoft Excel. Education includes Bachelor of Science, Appalachian State University (2027). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Catherine Ann’s Filipino-American Grill and Sweets — Manager (October 2021 – Present)

TextClassification

Managed and audited weekly operational and financial datasets by identifying and reconciling anomalies to ensure dataset integrity for downstream reporting. Maintained structured categorization systems for expenses, inventory logistics, and operational metrics that support consistent dataset labeling and tracking. Produced performance reporting by synthesizing sales trends and cost data into actionable insights. • Audited datasets for completeness and integrity • Built and maintained taxonomy-like categorization for business metrics • Reconciled anomalies to improve label consistency • Translated labeled data into performance and cost-reduction reports

2021 - Present

Generalist Expert-Evals AI Trainer - Handshake AI

TextEntity (NER) Classification

Provided generalist support for AI evaluation workflows by reviewing and rating AI-generated text against defined quality criteria. Assisted with dataset-related labeling and content evaluation to improve system performance. Analyzed multi-turn prompts and edge cases to help ensure responses met logical, factual, and constraint requirements. • Evaluated and rated AI-generated responses for accuracy and logical flow • Labeled and contributed to content evaluation for model performance testing • Analyzed complex multi-turn prompts and tested capabilities against edge cases • Assessed tone, factuality, and adherence to constraints

2025 - 2026

Handshake AI — Generalist Expert-Evals AI Trainer (December 2025 – June 2026)

Text

Evaluated and annotated AI-generated text responses to assess accuracy, factuality, logical flow, tone, and adherence to constraints. Performed multi-turn prompt analysis to test model capabilities and identify edge cases that affect quality. Contributed to model improvement through systematic content evaluation and performance testing. • Assessed response quality across accuracy, reasoning, and constraint compliance • Rated outputs for tone and clarity • Analyzed complex prompts including adversarial/edge-case scenarios • Supported iterative improvements via labeled feedback

2025 - 2026

Education

Work History