Lab experimental
The Lab
Interactive bioinformatics tools and computational demos. These experiments run on a headless architecture — static frontend calling a FastAPI backend for heavy processing.
Epigenetic Analysis Demo
Upload CSV or FASTA files for real-time methylation prediction using Python, pandas, and scikit-learn. Results include interactive heatmaps and downloadable reports.
Architecture
Browser → POST /predict → api.andrewbonney.cloud
↓
FastAPI → pandas + sklearn → JSON Response
Awaiting backend connection
Requires: VPS + FastAPI deployment
Planned Features
☐ File upload (CSV/FASTA)
☐ Real-time processing status
☐ Interactive heatmaps
☐ Downloadable reports