Praba Siva's Blog

Data & Analytics

Data strategy, governance, and analytics platforms

4 posts in this category

Data schema management and governance architecture with interconnected data systems

Managing Data Product Contracts at Scale: Why You Need a Schema Registry

Discover how schema registries enable data product contracts at scale, ensuring data quality, compatibility, and governance across distributed systems through centralized schema management and evolution.

Oct 4, 2025

schema-registry, data-products +5

Detailed engineering blueprint with technical drawings, measurements, and CAD symbols for ML pipeline analysis

Data & Analytics

9 min read

Machine Learning Powered Imaging Pipeline for Engineering Drawings

Comprehensive guide to building ML-powered computer vision pipelines for interpreting engineering drawings, featuring Rust implementation, symbol detection, OCR, and graph-based analysis.

May 28, 2025

machine-learning, computer-vision +5

AI-powered imaging pipeline with computer vision processing and multimodal data analysis

Data & Analytics

16 min read

General Purpose Imaging Pipeline using Agentic AI

Comprehensive guide to designing and implementing imaging pipelines for agentic AI systems, covering infrastructure, training vs inference, multimodal challenges, and emerging architectural solutions.

May 27, 2025

imaging-pipeline, computer-vision +4

Automated data pipeline infrastructure with AI agents processing and transforming data flows

Data & Analytics

7 min read

Data Pipeline Agent

How agentic AI is revolutionizing data pipeline development, from automated ETL to self-healing ML workflows, transforming the way organizations handle data engineering and analytics.

May 26, 2025

data-pipeline, automation +4