Beyond the Vibe Check: A Systematic Approach to LLM Evaluation
Drafting a practical playbook for building trustworthy LLM evaluation pipelines that go beyond surface-level vibes.
Articles
Blog
Welcome to my blog — a space where I document technical explorations in data science, machine learning, and software engineering.
I aim to write in a clear, reader-friendly way while still digging into the details that matter. Posts span algorithm deep dives, experiments, engineering practices, and personal reflections from the work.
Latest entries
Browse by topic or stack to jump straight to the explorations that interest you.
Differential Transformer Notes
I pulled together notes on the Differential Transformer and its take on attention.
OpenELM Notes
I wrote about OpenELM and how Apple approaches efficient language models.
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Writing approach
This blog is an ongoing learning project for me. Some early posts are shorter or rougher than later ones — and that's intentional. I believe growth comes from consistent practice and iteration.
Perfection is the enemy of progress, so I publish work-in-progress ideas, return to them with new data, and capture both the wins and the failure modes.
I welcome questions, feedback, or corrections in the comments or by email. Learning is collaborative, and your perspective helps me improve the next article.