White Papers

Read practical healthcare insights

Research-driven notes, product thinking, and engineering perspectives from the NKORR team.

Face Identification System Using AuraFace and FAISS

Technology 2026

Face Identification System Using AuraFace and FAISS

A scalable, client-server face-search system that finds a person across large photo collections from a single reference image, using AuraFace and FAISS.

A Memory-Aware AI Assistant for Knowledge Retrieval

A Memory-Aware AI Assistant for Knowledge Retrieval

A context-aware RAG architecture that combines conversational memory, query rewriting, and semantic retrieval to answer follow-up questions accurately.

Person Face Classification Using AuraFace Model and SVM

Technology 2026

Person Face Classification Using AuraFace Model and SVM

Comparing a fine-tuned ResNet34 against an AuraFace embedding + SVM pipeline for recognising individuals from a small, real-world photo dataset.

Augmented Reality with DICOM Data

Innovation 2026

Augmented Reality with DICOM Data

Transforming CT and MRI scans into 3D anatomical models and overlaying them onto the real world with Unity3D, Vuforia, and 3D Slicer.

Tuberculosis Screening Using Cough Sounds

Technology 2025

Tuberculosis Screening Using Cough Sounds

A CNN-based machine learning system that screens for tuberculosis from cough sound recordings with 97% accuracy, deployed as a web application.