Exploring ideas at the intersection of artificial intelligence, machine learning, and mathematical theory
Policy Optimization in Reinforcement Learning: PPO and GRPO
Exploring policy optimization algorithms in reinforcement learning, including PPO and GRPO, with insights from recent advances in LLM development.
Read moreDecision Trees: From Basics to Ensemble Methods
A comprehensive introduction to decision trees, covering fundamentals and popular ensemble methods like Random Forests and Gradient Boosting.
Read moreBacktracking Algorithms: A Comprehensive Guide
Learn the fundamentals of backtracking algorithms with practical examples and a reusable code template for solving complex search problems.
Read moreWelcome to My Blog
Introducing my new personal website and blog where I'll share insights on AI, machine learning, and mathematics.
Read moreTopics I Write About
Machine Learning
Deep learning techniques, neural networks, and the latest advances in AI
NLP & Language Models
Natural language processing, transformers, and language understanding
Mathematics
Mathematical foundations, theory, and their applications to AI
Research Insights
Thoughts on recent papers, research trends, and methodologies
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