Kaushik A

Kaushik A builds PurenetX, where he is developing an on-device Context Intelligence Layer for AI vision systems that assesses scene context and produces explainable decisions without uploading images. His work includes a Context Knowledge Base of human-annotated scenarios for evaluating how systems interpret intent, consent, and risk.

Career

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St. Joseph's College of Engineering and Technology

Bachelor's studies in software

Products & media

purenetx.com

Why Context-Blind AI Vision Systems Fail

Explains how PurenetX uses contextual signals and a scenario knowledge base to make explainable, privacy-preserving decisions about visual content.

Writing

purenetx.com

Building a Context Knowledge Base for Context-Aware AI Vision

Describes how human-annotated scenarios encode context and explicit reasoning for context-aware AI vision.

Writing

purenetx.com

PurenetX — Context Intelligence for On-Device Vision Systems

Outlines the context-analysis framework, early prototype, and scenario database PurenetX is developing.

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Kaushik A

St. Joseph's College of Engineering and Technology

Products & media

Why Context-Blind AI Vision Systems Fail

Building a Context Knowledge Base for Context-Aware AI Vision

PurenetX — Context Intelligence for On-Device Vision Systems

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