Womp Labs
AI diagnostics for model failure points.

Womp Labs identifies data cohorts and feature issues that degrade AI model performance. Its diagnostic tools help teams refine training data and improve reliability before deployment.
Founders
Joe Melkonian
CEO
Joe was an ISEF finalist for research in efficient data attribution. He was also a founding engineer at Insight Cyber, and has built ML systems that are detecting anomalies in Fortune 500 and government networks.
Eric Sun
Founding CTO
Eric built the world’s most memory-efficient real-time operating system. He also designed low-latency systems at Infineon, built HPC pipelines at Citadel, and won 3 gold medals at Science Olympiad Nationals.