Novai AI Diagnostic & Imaging Platform

Role: CTO / Lead ML Architect Tech: Python, Ensemble ML Models, Explainable AI, Medical Imaging Pipelines Overview

Novai is a medical AI platform created to detect early-stage glaucoma using multimodal imaging and machine learning. As CTO, I led architecture, modeling, and the product’s clinical readiness.

Built ensemble ML models for high-accuracy detection.

Designed explainable AI tools to reveal clinical insights behind model decisions.

Led integration with clinician dashboards and reporting tools.

Collaborated with clinical partners to validate accuracy and usability.

Multimodal imaging pipelines with pre-processing + inference layers.

Model interpretability (XAI) showing causal signals.

Real-time alerts and risk-score visualizations for physicians.

Supported early detection efforts and pre-clinical trials with strong performance. Improved diagnostic efficiency for ophthalmologists.