GemmaCure 3D

GAME

MOLECULAR WARFARE · PATHOGEN STRIKE FORCE

Natural Evolution of Deep2Lead · Generative AI Era

BRINGING DRUG DISCOVERY TO STUDENTS BY GAMIFYING IT · DLYOG LAB

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v2.0 · EVOLVED FROM DEEP2LEAD · GENERATIVE AI ERA

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GemmaCure

The Natural Evolution of Deep2Lead
in the Generative AI Era

Deep2Lead (2021) was the first accessible drug discovery tool — no coding needed. GemmaCure takes it further: a fine-tuned Gemma 4 LLM replaces classical molecule generators, and the entire pipeline becomes a 3D game.

"Dad, why don't we make it a game — the disease is the final enemy, and the drug is your ammunition."
— Tanisha Chawdhury, Franklin High School Sophomore

📄 Deep2Lead Paper 📄 GemmaCure Paper

Independent research by Tarun & Tanisha Chawdhury · DLYog Lab · Educational use only

⚠ Educational Use Only: GemmaCure is for learning purposes only. Molecules generated are AI simulations — not medical advice, not clinically validated, and not a replacement for laboratory research. All third-party trademarks are the property of their respective owners. No affiliation or endorsement implied.