Resume parser

[rajesh-kanade]

Need help to enhance our current resume parser for accuracy...

Currently we use spacy to parse the resume in a PDF or docx format to a common json format. Most of the parsing is not accurate and we would like to improve accuracy in parsing resumes substantially. Fields that we would like to parse from any resume are

1. Name
2. Email
3. Phone
4. Education
5. Primary skillset
6. Years of experience

Any help on this is highly appreciated ...