News · Portfolio Update
New Writing System Launched
The portfolio now supports file-based articles, field notes, and news updates using GitHub-backed content.
I added a free writing system to this portfolio.
The goal is to publish three types of content:
- Articles for deep technical writing
- Field notes for practical lessons from projects and workshops
- News for portfolio, workshop, and speaking updates
The content lives in GitHub, so every post is version-controlled and owned by the portfolio instead of a third-party platform.
Read next
Article
Reading Note: The Context Layer Behind Trustworthy Data Assistants
A curious AI engineer's reading note on domain-owned context, curated examples, context health, and trustworthy internal AI assistants.
Article
Inference in Temporal Models: Filtering, Prediction, Smoothing, and Most Likely Explanation
A practical Advanced AI guide to inference over time, explaining filtering, prediction, smoothing, most likely explanation, recursive belief updates, and the umbrella world example with correctly rendered math and visual diagrams.
Article
Probabilistic Reasoning Over Time: How AI Tracks a Changing World
A practical Advanced AI guide to temporal probabilistic reasoning, hidden states, evidence, Markov assumptions, transition models, sensor models, and the umbrella world example.