Notes from the AI factory.
Engineering write-ups, post-mortems, and builds in progress — straight from the team turning ideas into shipped product.
Latest posts
RSS →-
Extracting merchant names from bank-transaction strings
How we extracted merchant names from a major bank's transaction feed with a character-level CNN — why it beat RNN baselines, and what we'd build today.
-
Teaching VAEs at AMLD 2020: a workshop, in retrospect
We took a hands-on workshop on autoencoders and VAEs to Applied ML Days 2020 in Lausanne. Five years on, here's what held up — and what diffusion has since rewritten.
-
School of AI: four years and 300+ students in
We started School of AI in 2020 as a free evening meetup in Tbilisi. It became a TSU master's track and shipped over 300 students through it. Here's what we learned.