Retail and Industries AI Workflow Automation

• Object detection, Queue Management, People tracking, Scene understanding

• Less than 1 Billion parameter task specific Text to JSON Generative AI models

API Security

• Modelling sequence anomalies: going beyond counts, statistics and aggregation queries

• Security by simulation: discovering potential attack paths and attack patterns using ideas borrowed from reinforcement learning algorithms

• Computational approaches to discover and represent business logic

Planning, Causal Inference & Sequential Decision Algorithms

Discrete event forecasting 

Optimization algorithms

Vision algorithms - Multi-camera Tracking & Vector Databases

Vision Transformers 

Generative Language Models

Multi-modal models - Text & Image