Learn why deterministic security remains essential in an AI-driven world and how to combine probability and proof for safe, auditable development with LLMs.
Enterprise cloud architecture demands sophisticated orchestration of infrastructure, configuration, and workload management across diverse computing platforms.
September 9, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS
CORE
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
Go-live is progress — adoption is success. Agile Transformation bridges the gap between tech delivery and real business value by focusing on people, purpose, and impact.
Learn multi-label image recognition on the COCO dataset with PyTorch ResNet50. Covers data prep, training, mAP eval, inference, and full Python script.
LEADTOOLS is a scanning tool that needs to be migrated to the AWS Cloud using an equivalent service, such as AWS Textract, for real-time document scanning.
GenAI in production is expensive, but most teams waste 60-80% of their budget on preventable mistakes. Five proven optimizations that cut costs by 40-75%
This project shows how to create an AI-powered insurance Q&A assistant using Retrieval-Augmented Generation and Snowflake Cortex Search for accurate answers.
Users rarely remember exact strings. Partial search with fragments—beginnings, endings, or keywords—has become crucial for systems like e-commerce and finance.
Track Agile-DevOps and AI-first transformations effectively by selecting the right metrics—balancing output/outcome, leading/lagging, and subjective/objective measures.
Explore the critical role of data retention in governance: reduce costs, mitigate legal and cybersecurity risks, and ensure compliance with clear policies.