Section 01

AI

Musings about machine learning, generative AI workflows, and other experiments. This section will hold project write-ups, technical notes, and other ideas worth documenting.

Projects

AI projects

01 Forecasting Write-up in progress

Eight-week product demand forecasting

A predictive model for new supermarket products using product, store, price, promotion, and availability data. The case study will cover the dataset design, evaluation approach, and what the model is capable of.

Python · pandas · scikit-learn · Jupyter

02 Generative workflows Notes in progress

Local multimodal workflow experiments

Experiments with image and video generation, restoration, voice synthesis, LLM integration, and custom ComfyUI nodes. The notes will focus mostly on workflow design and how I approached some particular challenges.

ComfyUI · Python · LLM APIs · TTS