Natural Language Processing

Multilingual NLP for Indic Scripts: Challenges and Opportunities

This paper explores the unique challenges of building NLP models for India's 22 scheduled languages, covering tokenisation, script normalisation, and transfer learning approaches for low-resource Indi...

IIT Bombay Indic Languages NLP

Machine Learning

Enterprise-Scale Anomaly Detection Using Transformer Architectures

We present a transformer-based anomaly detection framework deployed across TCS enterprise clients, achieving 94.2% precision on time-series financial data with real-time inference under 50ms latency....

Anomaly Detection Enterprise AI TCS

AI in Healthcare

AI-Assisted Diabetic Retinopathy Screening in Rural India

A CNN-based screening tool deployed at 120 rural health centres across Rajasthan, achieving 91% sensitivity. This paper discusses model development, deployment challenges, and clinical validation resu...

Computer Vision Healthcare IISc