2025 Quarter 3 Top Scorers
Top Scorers.
Shawnak Shivakumar
9/30/20251 min read


Every data point tells a story of persistence, curiosity, and late-night breakthroughs. This quarter, thousands of contributors submitted annotations, labeling tens of thousands of protein regions. But a few names rose to the top of the global leaderboard.
Top 5 Contributors (Q3 2025)
1. @helixical
Known for uncanny precision in catalytic-site labeling. helixical's annotations across nematode proteases were used in the W. bancrofti dark proteome analysis published this quarter.
2. @cryolil
3. @Foldathon :D
4. @xxxxmaad
5. @residuerebel2001
Community Snapshot
This year all together, players from all around the world logged a record annotation time, roughly months of nonstop protein mapping. Each click, each highlight, continues to illuminate the unknown corners of biology’s largest puzzle.
The next quarter opens with new enzyme-pathway quests and a leaderboard reset. See you in the rankings.
— The Dark Protein Project Team
Contact
shawnak@darkprotein.org
shawnak.shivakumar@gmail.com
