Praba Siva's Blog

AI & Machine Learning

GenAI, LLMs, and enterprise AI implementations

2 posts in this category

Mathematical optimization visualization with linear programming constraints and feasible regions for agentic AI systems

Linear & Integer Programming in Agentic AI

Comprehensive guide to Linear and Integer Programming optimization techniques for autonomous agent systems, covering mathematical foundations, Rust implementations, and enterprise applications in logistics and manufacturing.

Jul 30, 2025

optimization, linear-programming +6

Mathematical formulas and algorithmic diagrams representing machine learning algorithms and data science concepts

AI & Machine Learning

45 min read

Essential Machine Learning Algorithms for AI Engineers

Comprehensive guide to the most important ML algorithms every AI engineer should master, covering both classical machine learning and modern deep learning approaches with practical implementation insights.

Jul 20, 2025

machine-learning, deep-learning +5