We need an Deep learning and Natural language processing expert with extensive experience in real life project and deeper knowledge on these topics. A person who can guide us in implementing a neural network or Deep learning model solution for Text to SQL conversion related task.
In brief we will have to take inputs from users related to database and convert into queries and process them.
For example, Let's say you have Amazon database then user can ask relevant questions like, How many active users were there from last month? It should be converted to SELECT COUNT(users) from USER_TABLE WHERE active =1 AND active_date > "01-08-2019".
System must be able to identify relevant context for any such database and questions. I can talk further in details but you need to show me relevant experience in domain and also some of your work in related requirement.