Exploring AI, strategy, and technology through real-world applications and research
Conditional probability, confidence intervals, and the right metrics when data are imbalanced. Practice questions with answers to test yourself before ML interviews.
Read More
A practical guide to deploying AI gateways securely on a VPS with Docker. Learn how to control exposure, harden SSH, manage secrets, and reduce tool blast radius with a repeatable, security-first approach.
Read More
Exploring how ethical AI is becoming a business necessity in logistics. Learn about frameworks, tools, and governance strategies for building fair, transparent, and compliant AI systems in supply chain operations.
Read More
A comprehensive guide to architecting retrieval-augmented generation systems that scale with enterprise needs. Learn best practices, optimization techniques, and real-world implementation strategies.
Read More
Exploring orchestration patterns and coordination strategies for autonomous agent frameworks. Discover how multiple AI agents can work together to solve complex problems.
Read More
How to build AI systems that are explainable, fair, and compliant with emerging regulations. A practical framework for implementing ethical AI principles in your organization.
Read More
Deep dive into parameter-efficient fine-tuning techniques that reduce compute costs while maintaining model performance. Learn about LoRA, QLoRA, and other cutting-edge methods.
Read More