Development of a web service for our AI product.
The doXray web service will be used to train our Machine Learning backend and analyze documents. In short, the webpage should contain the following (not comprehensive):
- User registration/login
- Project creation and management on our webpage
- Document upload (PDF, docx, xlsx…)
- Analysis of the uploaded document
- Training for our ML/DL solution – manual annotation of documents in our web app
- Result export
Note that the project does not strictly include any work on ML/DL. The web service is a link towards ML/DL services that are already developed and accessible via APIs.
Develop AI web application backend using Python/Django REST Framework. Your primary focus will be the development of all server-side logic with emphasis on APIs, ensuring high performance and responsiveness to requests from the frontend and machine learning services. You will be closely working with frontend developers, therefore, a basic understanding of frontend technologies is necessary as well.
- Writing reusable, testable and efficient code
- Design and implementation of low-latency and performant services
- Integration of data storage solutions (postgreSQL, MySql)
- Collaborate with other team members and interns
- Good knowledge of Python and Django REST Framework
- Good understanding of databases
- Good debugging and problem solving skills
- Basic understanding of frontend technologies, such as Angular or React
- Basic knowledge of code versioning tools (GIT)
- Fluency in written and spoken English