John Davis

Designed realistic web-dependent questions while building the retrieval path needed to answer them. Identified reliable sources, break the problem into verifiable sub-claims, and construct a clear golden search trajectory showing how the answer would be found.

AI Generalist at Handshake AI (2026-05 – Present)

• Designed realistic web-dependent questions while building the retrieval path needed to answer them.
• Identified reliable sources, break the problem into verifiable sub-claims, and construct a clear golden search trajectory showing how the answer would be found.

Data & Voice Annotator at Appen (2024-01 – 2026-05)

• Project Touchet V7 & V8: Engaged in data labeling for Facebook, TikTok, and Instagram analyzing user interactions to enhance algorithm accuracy.
• Project Harlow: Contributed to a speech collection project by labeling voice data, ensuring accuracy in speech recognition technologies.
• Project Millettia: Played a key role in a speech recording task by labeling voice data to improve speech recognition systems.

Voice Annotator at Data Force (2025-01 – 2026-05)

• Spearheaded Project Orchid Voice Recording project improving accuracy rates by 25% through quality control measures.
• Implemented data validation process eliminating 20% of labeling errors.
• Enhanced the overall reliability and precision of voice-annotated medical datasets.

Master of Arts in Theology – Liberty University (2022-01 – 2025-08)

Bachelor of Science in Entrepreneurship – Empire State University (2008-01 – 2012-06)