skartik87/capstone

Searching LinkedIn using Topic Modelling

Capstone Project -Praxis Business School, Kolkata

Title : Searching Linkedln using Topic Modelling

Purpose:

There exists a huge assemetry of information between the candidate pool and the recruiter pool. The idea of this project is to reduce that assemetry.

Tools Used:

Python, Selenium ( Python API), Flask etc.

Project Duration:

3 months

Team of 6 people -

Sowmya Kartik,Souvick Datta,Rajarshi Chowdhuri,Shiladitya Swarnakar,Moumi Das,Soumya Banerjee,

Video Synopsis -

https://drive.google.com/open?id=1n2zPo018F7csal8ieOaOmMcoIYNBOkSB

All the codes are attached ! Details are as follows:

Scraper used to scrape data from Linkedln Preprocessing codes used to preprocess the raw data. The modelling codes are attached-Two different versions are there one using Gensim and other LDA; LDA one works better). And finally the integration files are put in a seperate zip folder ( contains the flask codes,pickle files etc.)