Laszlo Sragner on MLOps.
The space is filled with audience builders trying to stay relevant and gaming the social networks’ recommender systems by reiterating old thoughts and content. Serendipity is dead, and the signal to noise ratio is extremely low.
- Start from the business problem, not a research problem
- Identify the team structure and necessary skills to deliver a solution
- Implement a productionised MVP solution
- Identify bottleneck issues
- Decouple them into standalone services
- Decide if buying is a good decision or invest in an in-house solution built by engineers