Scientific AI / Agents
Make the evidence travel with the recommendation.
Evidence-linked mutation analysis that brings scientific language models, biochemical context, and tools into one research workflow.
In development Question → model → evidence
Conceptual illustration of the Enzyme Copilot workflow, connecting biochemical evidence and analysis tools to hypotheses for researcher review.
View full figureThe Question
How can an AI assistant help a researcher find, evaluate, and act on biochemical evidence about enzyme mutations?
My Contribution
Training/fine-tuning LLMs with biochemical evidence. Building research prototype.
What the record shows
Early integration of biochemical heuristics and literature context inside an accessible chat agent.
What this does—and does not—establish
Provides augmented literature exploration, not a substitute for human scientific judgment or rigorous simulation.
Resources
Prototype in development.