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About
Distilling protein structure prediction into mobile-class models without compromising accuracy on common targets.
Researcher
Working on accessible biocompute. Previously at DeepFold. Three live ETHesis projects.
3
Milestones
- Completed
01Reference distillation pipeline
Reproduce AlphaFold-class baseline with documented training pipeline.
Deadline: 14d agoTranche: $1Outputs:GitHub repoReproduction report - In progress
02Quantization experiments
Demonstrate <5% accuracy drop at INT8 on representative target set.
Deadline: in 6dTranche: $1Outputs:Benchmark datasetEval notebookarXiv preprint - Pending
03Edge inference runtime
Sub-200MB model running on commodity mobile hardware.
Deadline: in 6wTranche: $1Outputs:iOS demoAndroid demoBenchmark run
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