Sorting of Curriculum Vitae using Deep learning method
Our project allows user to upload a dataset consisting of Curriculum Vitaes, after which our project will extract the most unique CV and rank them accordingly allowing us to choose the best candidate amongst all.
2025-06-28 16:36:05 - Adil Khan
Sorting of Curriculum Vitae using Deep learning method
Project Area of Specialization Computer ScienceProject SummaryOur project allows user to upload a dataset consisting of Curriculum Vitaes, after which our project will extract the most unique CV and rank them accordingly allowing us to choose the best candidate amongst all.
Project ObjectivesChoose best candidate's Curriculum vitae using the keyword from the Curriculum Vitae.
Project Implementation MethodDeep learning Methods and graph implementation using Graph 2vec algorithms.
Benefits of the ProjectWill be a fair way of choosing the deserving candidate, no biasness involved.
Technical Details of Final DeliverableWe are using Natural Language Processing and Deep learning methods combined to choose the best candidate.
Firstly we will implement K- nearest neighbour on the features extracted, then we will proceed towards graphs implementation.
Final Deliverable of the Project Software SystemCore Industry ITOther IndustriesCore Technology OthersOther TechnologiesSustainable Development Goals No Poverty, Quality Education, Reduced InequalityRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 65334 | |||
| GTX 1070ti | Equipment | 1 | 65334 | 65334 |