Andrew George Powers

Key Skills

Software

Mercor

SuperAnnotate

Internal/Proprietary Tooling

Top Subject Matter

Business Domain Expertise

Financial Compliance & Risk Analysis

Analytics Domain Expertise

Top Data Types

Text

Document

Video

Top Task Types

Bounding Box

Segmentation

Classification

Object Detection

Question Answering

Text Generation

Text Summarization

Fine-tuning

Computer Programming/Coding

Data Collection

Function Calling

Evaluation/Rating

Transcription

Freelancer Overview

Generalist → Reviewer, Handshake AI. Brings 14+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Mercor. Education includes Master of Business Administration, Fordham University, Graduate School of Business (2025) and Bachelor of Arts, Fairfield University (2013). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Generalist → Reviewer, Handshake AI

Text

In my ongoing role at Handshake AI, I evaluate and improve AI-generated outputs within business, finance, and analytical workflows. I provide structured feedback to enhance model reasoning, accuracy, and performance on edge cases. As a reviewer, I calibrate output quality and ensure consistent labeling standards are met. • Assessed accuracy and reasoning in AI-generated outputs • Provided structured feedback on model performance • Improved edge case handling and output calibration • Contributed to continuous model evaluation and refinements

In my ongoing role at Handshake AI, I evaluate and improve AI-generated outputs within business, finance, and analytical workflows. I provide structured feedback to enhance model reasoning, accuracy, and performance on edge cases. As a reviewer, I calibrate output quality and ensure consistent labeling standards are met. • Assessed accuracy and reasoning in AI-generated outputs • Provided structured feedback on model performance • Improved edge case handling and output calibration • Contributed to continuous model evaluation and refinements

2025 - Present

AI Generalist, Mercor

MercorText

At Mercor, I completed AI workflows such as prompt evaluation, data labeling, and response optimization across multiple domains. I developed frameworks to improve output quality, consistency, and model adaptability. These efforts strengthened the performance of AI systems in finance, business, and operations. • Evaluated and labeled outputs in varied AI tasks • Optimized responses for higher-quality outputs • Ensured consistency and reasoning accuracy in labeling • Applied domain expertise to refine AI adaptability

At Mercor, I completed AI workflows such as prompt evaluation, data labeling, and response optimization across multiple domains. I developed frameworks to improve output quality, consistency, and model adaptability. These efforts strengthened the performance of AI systems in finance, business, and operations. • Evaluated and labeled outputs in varied AI tasks • Optimized responses for higher-quality outputs • Ensured consistency and reasoning accuracy in labeling • Applied domain expertise to refine AI adaptability

2025 - 2025

Education

Work History