Epoch 2025: Training in progress...

Where Asimov's futuristic visions and my learning journey inspire thoughts on real-world engineering and AI — told from the perspective of a startup CTO and cofounder on a mission to build something useful.

Why "RobotMunki" you say? I'm as much a tinkerer and gamer as coder and so, why not? 🤖

Latest Posts

Blog post thumbnail about LLM tokenization

Inside the Black Box: How LLMs Process Text

Article AI LLM NLP

A visual exploration of how large language models tokenize, process, and generate text

Blog post thumbnail about AI benchmarks

When Benchmarks Mislead: Why We Must Handle AI Scores With Care

Article AI Benchmarks

A critical examination of AI benchmarks and their limitations

Blog post thumbnail about LLM Landscape

The LLM Landscape: A Guide to Language Models in 2025

A comprehensive overview of prominent large language models and their ideal use cases...

Blog post thumbnail about Actor Pattern and AI

The Natural Synergy between the Actor Pattern and Agentic AI Systems

Article Architecture AI

Exploring the architectural alignment between the Actor pattern and autonomous AI systems...

Blog post thumbnail about Fractional Indexing

Fractional Indexing Algorithm

Presentation Algorithms Data Structures

A deep dive into a Fractional Indexing algorithm and its practical applications...

View Presentation

Blog post thumbnail about AI coding workflow

My AI-Powered Coding Workflow: From Design to Deployment

Article AI Development Workflow

How I leverage GPT-4o, Claude, Gemini, and vzero.dev to streamline my development process...

Coming Soon

The Future of Multimodal AI

Article AI Multimodal

Exploring how AI systems are evolving to understand multiple types of data...

Coming Soon

Ethical Considerations in AI Development

Article Ethics AI

A framework for responsible AI development and deployment...