Building a Synthetic Data Pipeline

Why Teams Start Building a Synthetic Data Pipeline Most teams arrive at building a synthetic data pipeline the same way: a dataset is collected, a model is trained, the metrics look acceptable, and then the model fails in production on inputs nobody thought to collect. The usual response is to collect more data, and that…

“Anyone Can Build”: What AI Changed for People Like Me

AI’s Impact on Human Skills  I still remember a dialogue from Ratatouille, one of my favourite movies: “Anyone can cook.” I must have watched that movie more than six times. Back then, I never imagined I would one day relate that idea to technology. Today, after building and working on an AI media intelligence platform,…