Principal Scientific Lead - Biophotonics & Data Analytics
- Location
- Greater London, England, United Kingdom
Innovation on iLoF's technical direction and longer-term technology bets. What you will own Set iLoF's standards for preprocessing, modelling and validation of spectral data in high-dimensional, small-sample settings (p ≫ n, typically N < 200 per cohort). Choose and develop the right methods: chemometrics … Design data augmentation and domain-adaptation strategies, including physically grounded synthetic spectra, that expand training data without introducing bias or leakage. Decide when a model is scientifically ready to move forward: review validation, robustness across batches, sites and instruments, and the risk of overfitting. Spectral interpretation and experimental ...