Vatsal Shah

Chief Growth Officer

Roboticist turned ML Engineer turned growth hacker. Always curious, years of experience in sales, growth hacking, Federated Learning and AI.

Enterprise Data Strategy for AI Success | Federated Data Management White Paper

Enterprise AI success requires data strategy transformation. This white paper covers the shift from data warehouses to federated architectures, from batch ETL to streaming pipelines, and from centralized governance to distributed data mesh—with implementation roadmaps and ROI frameworks.

Author:

Vatsal Shah

Membership Inference Attacks: AI Privacy Risks & Solutions

Can attackers tell if your customer data trained a model? Membership inference attacks expose serious privacy risks in centralized AI. Learn how federated learning with differential privacy prevents data leakage while maintaining model accuracy for sensitive healthcare and financial applications.

Author:

Vatsal Shah

Data Federation ROI: 35% Cost Savings Explained

Data federation eliminates redundant storage, reduces egress fees, and cuts ETL maintenance costs. Our analysis of production deployments shows 35% average cost reduction through eliminated data copies, reduced cloud spending, and lower operational overhead.

Author:

Vatsal Shah