Writing
Blog
Notes on AI, enterprise technology, digital strategy, and the projects I build.
LLM-Sim: Peeking Inside a Language Model, One Token at a Time
There are plenty of articles explaining what a Large Language Model does. Far fewer show you exactly how it does it — step by step, probability by probability. LLM-Sim is a fully observable simulation of the LLM pipeline, built to make every internal decision visible and explorable in the browser. L
PocketKid: A Practical Approach to Teaching Financial Literacy Through a Python-Powered PWA
In an era where digital experiences shape how children learn, traditional approaches to financial education often fall short. Concepts like saving, earning, and budgeting are typically introduced too abstractly, without a tangible system that connects effort to reward. PocketKid addresses this gap w
Building YaAICV: Designing an LLM-Powered CV Optimization Engine
From idea to architecture: a technical deep dive into building an AI-assisted CV optimization platform using LLM APIs. Modern hiring pipelines are increasingly mediated by Applicant Tracking Systems (ATS), transforming CVs from human-readable narratives into machine-parsed datasets. This shift intro