Tucson, AZ
I built a risk-scoring service that consumes a frozen classifier's outputs through a defined data contract, and engineered the evaluation pipeline over 90K+ images with leakage-safe, patient-level splits. I also benchmarked routing baselines such as softmax, entropy, and MC Dropout in a reproducible harness.