Anand Kumar

Data Science Intern

Occupassion.co•  May 2021 - July 2021

•Analysed 7000+ quora profiles and attempted to find interests of each person, which could be utilized to map it to an appropriate job role •Used LDA technique to identify the most pertinent topics for a given text and applied various text pre-processing techniques on text data •Represented sentences as Term Frequency-Inverse Document Frequency (TF-IDF) vectors and used dot product to measure similarity •Done summarization of all text used by a profile and organized profiles into a collection using k-means clustering