Designed and developed end to end machine learning NLP solution to enhance the FAQ section of Hotel industry. Developed the data transfer mechanism to ship text data from NoSQL source to hive. Generated reports for review text data.
Algorithms :- NLP, Word embedding, Text analytics.
Skills :- Python, NLP, Bag of words, tf-idf, word2vec, MongoDB, hive.
Platform :- Baremetal
Implemented machine learning solution for resume ranking. Based on the similarity matrix of the text data this application will recommend top N candidates for the relevant position and skillsets.
Algorithms :- NLP, bag of words, tf-idf
Skills :- Python, NLP, Bag of words, tf-idf, mysql, hive.
Platform :- Baremetal
