Carmine Labs is an advanced analytics consultancy founded by a machine learning data scientist and statistician specializing in applying bayesian statistics and deep learning transformer models to unstructured data like audio, text, and images with special focus on healthcare and clinical applications.

Healthcare, Clinical Data, and Biostatistics

• Bayesian hierarchical models, markov-chain monte-carlo methods, PyMC
• Biomarker fusion
• Study design, sample size calculations, power analysis, randomization procedures, interim and post-hoc analyses
• Classical modeling with mixed effect models, Cox models, Kaplan-Meier curves and survival analysis
• Propensity score matching

Audio and Speech

• Automatic Speech Recognition (ASR) audio transcription
• Speaker verification and diarization

Text and Natural Language Processing (NLP)

• Document and topic classification
• Sentiment analysis
• Text summarization

Images and Computer Vision (CV)

• Image classification, object detection and localization
• Image segmentation, semantic segmentation
• Facial recognition and other biometrics

Michael Sealander, PhD

Principal Scientist and Founder

+1 (585) 210 8443

sealander@carminelabs.com