Ben H.

Key Skills

Software

Appen

Other

Top Subject Matter

Client datasets and analytics for decision support

Product QA and reliability evaluation

Top Data Types

Text

Video

Audio

Top Task Types

Data Collection

Bounding Box

Classification

Text Generation

Question Answering

Text Summarization

Transcription

Evaluation/Rating

Computer Programming/Coding

Prompt + Response Writing (SFT)

RLHF

Entity (NER) Classification

Object Detection

Fine-tuning

Segmentation

Freelancer Overview

Data Analyst (Appen). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Data Analysis, Technical Support, and Software Engineering. Education includes Bachelor's Degree, Western Governors University (2024) and Associate's Degree, Cape Fear Community College (2016). AI-training focus includes data types such as Text, Video, and Audio, and labeling workflows including Data Collection, Evaluation, and Rating.

Labeling Experience

Data Analyst (Appen)

AppenTextData Collection

Conducted detailed data analysis work to support client decision-making and improve data accuracy. Streamlined data collection and analysis procedures to enhance the quality and usefulness of the datasets. Performed accuracy-focused review to ensure relevance and correctness of results for downstream use. • Reviewed and analyzed client-provided data for accuracy and relevance. • Helped streamline and optimize data collection/analysis workflows. • Supported client decision-making with cleaned/organized outputs. • Focused on maintaining high quality and reliability of analytic results.

2019 - 2021

Quality Assurance Tester (GBTN)

OtherText

Executed comprehensive quality assurance testing to identify and resolve errors impacting product reliability. Performed evaluation-style checks to detect issues and ensure outputs met reliability expectations for multiple clients. Supported improvements that increased reliability across client deliverables. • Tested products systematically to find defects. • Documented and helped resolve errors identified during QA. • Evaluated reliability impacts across multiple clients. • Contributed to process improvements for more dependable outputs.

2017 - 2018

Education

Work History