# Resume Parser E-20

Jira Ticket
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[EA-20](https://egtos.atlassian.net/jira/software/projects/EA/boards/1?selectedIssue=EA-20)

OSS repo
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https://github.com/DataTurks-Engg/Entity-Recognition-In-Resumes-SpaCy

Algorithm in repo
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Spacy model

Modules required

**Train data:**
Annotated data in json format with entity labels

**Test data:**
Annotated data in json format

**Algorithm:**
Entities are recognised by traing the spacy model. The follwing entities are recognised:
1. Companies Worked at
2. Skills
3. Graduation Year
4. College Name
5. Degree
6. Designation
7. Email Address
8. Location
9. Name

**Inference code is unavilable**

* Model accuracy is good on test data set

**Model performance on client data**
* Not able to check due to lack of annotated training and test resume data.

Challenges
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* It is built on older spacy versions and not working on latest spacy versions
* No inference code is available
* No annotation tools available