Sumedh is a Senior Machine Learning Engineer with unique experience working at the intersection of engineering, research and product. He has a proven track record of applying learning based algorithms to real world business problems and created huge impact to business, and immense expertise in solving computer vision problems with almost no data to minimum data. Sumedh has recently been involved with teams that started on an idea level (almost 0) to finally building a full fledged product used by thousands of customers. In the past two years, he has been an integral part of the algorithms team that opened the first cashierless store, helping to develop and deploy the first computer vision based self checkout system.