Blog
Thoughts on AI, poetry, psychology, and the intersection of technology with human experience.
Federated Learning - What It Is, Approaches, Algorithms, and How to Train One
November 29, 2025
A comprehensive guide to Federated Learning, covering its approaches, algorithms, training process, and practical applications in privacy-preserving machine learning.
Meta-Learning - Learning How to Learn
October 29, 2025
Exploring meta-learning as an approach to teaching models how to learn, with practical insights from building KShield and continuous adaptation systems.
Review of "A Path Towards Autonomous Machine Learning Intelligence" by Yann LeCun
August 18, 2025
A comprehensive analysis of Yann LeCun's vision for autonomous machine learning and the future of AI systems.
Why Role-Playing is Still Mirroring, Just Narrowed
July 21, 2025
Exploring the psychological mechanisms of role-playing and how it relates to our innate mirroring behaviors.
Object-Oriented Programming in Machine Learning
April 01, 2025
Exploring how object-oriented programming principles enhance machine learning development and code organization.
How AI is Transforming Education – A Firsthand Look at Innovation
March 03, 2025
Insights from real-world implementation of AI in education, exploring the practical impact and opportunities.
How I Ended Up Learning Federated Learning the Hard Way
February 15, 2025
My journey into federated learning while building a macroeconomic simulation model, and how it solved my impossible data problem.
Mixture of Experts - Scaling AI by Specialization
January 20, 2025
Exploring how mixture of experts architectures enable more efficient and scalable machine learning systems.
Meta-Learning and Adaptation - Learning to Learn Faster
January 10, 2025
How meta-learning enables AI systems to rapidly adapt to new tasks with minimal data.
Why Your Self-Driving Car Needs Fake Rain (and Other AI Secrets)
December 15, 2024
Exploring synthetic data generation as a solution to overcome data scarcity in AI systems, particularly in autonomous vehicles.
AI Research in First vs. Second & Third World Countries - A Growing Divide
October 25, 2024
Exploring the growing divide in AI research capabilities between developed and developing countries, and its implications.
Building AI Agent Architecture - The House Analogy
September 12, 2024
Designing AI agent architecture through a house analogy - foundation, pillars, roof, and refurbishing for practical deployment.
Forecasting GDP Growth with Machine Learning
March 01, 2025
Applying time series forecasting and ML techniques to predict economic growth indicators.
Review of "ABIDES-Economist - Agent-Based Simulation of Economic Systems with Learning Agents"
November 20, 2024
An analysis of ABIDES-Economist, a framework for agent-based economic simulation using machine learning agents.
Self-Actualization - Growing to Be Your Best Self
June 23, 2025
A practical guide to understanding and pursuing self-actualization in your personal and professional life.
Intellectual Loneliness
May 10, 2025
Reflections on feeling intellectually isolated and finding ways to bridge the gap.