Recently, I had the privilege of helping SG launch their Digital Transformation center. As an experienced freelancer working in the area of artificial intelligence and machine learning, I have worked with clients in many industries including banking, finance, automotive, farming, and tech.
In my talk about data science in banking, I highlighted some specific areas in which I think ML can make a large impact, such as fraud prevention, tax compliance, and document processing. In previous projects with SG specifically, I was able to simplify their tax compliance and automate some invoice processing, saving them money while helping them become more efficient.
Across most of the clients I've worked with, I'm often impressed by how much low-hanging fruit there is. Machine Learning is so effective and underutilized that there are often plentiful ways to make significant improvements.
It's been exciting working with different companies on hard projects, and rewarding when you see results that benefit your client.