Armin Catovic

ova. Outrageous Voice Assistant - Fully local end-to-end ASR + LLM + TTS pipeline using open weight models and a simple web based UI

ai-game-studio. AI generation of 2d game assets such as spritesheets

gothicvania-codex-demo. 2D platformer game demo created with no coding - using only Codex and agent skills

textrank. Simple and clean Python implementation of TextRank as per seminal paper by Rada Mihalcea and Paul Tarau. This implementation performs both keyword extraction as well as text summarization.

structured-outputs-demo. Small demo showcasing how to apply structured outputs with LLMs

gonet. Gonet implements a simple fully-connected neural network. It uses a small matrix package from github.com/acatovic/gomat. Otherwise it is completely self-contained.

paper-lunches. Notebooks and presentations related to papers discussed at our "paper lunch" events.

unhinged-ai-skills. Collection of my own "unhinged" skills for creating cool things using agentic AI.

kth-traffic-forecasting. Short-term traffic flow prediction using univariate forecasting models

lsa. Latent semantic analysis, based on seminal work from Dumais, Landauer and others.

pruna-video-animate. Animate a reference subject using motion from a source video - using Pruna's p-video-animate model

kth-traffic-counter. Project that estimates number of vehicles given LTE/4G radio frequency data.

structured-outputs-batch-demo. Demo using OpenAI structured outputs with batch API

llm-prompt-uncertainty-test. Empirical testing of uncertainty and brittleness when it comes to LLM prompts

physics-tutor. Agent skills and corresponding app that generates interactive physics learning material for highschoolers

codecarbon. Track emissions from Compute and recommend ways to reduce their impact on the environment.

wyrd-ai. Wyrd is an AI based interactive fiction studio, allowing you to create dynamic text adventures and interactive fiction games.