Mehul Madaan's repositories
Loan-Repayment-Prediction
The aim of this project was to explore, analyze and build a machine learning algorithm for the purpose of correctly identifying whether a person, given certain characteristics, has a high likelihood to default on a loan. This type of model could be used by LendingClub to identify certain financial traits of future borrowers that could have the potential to default and not pay back their loan.
Fetal-Health-Classification
The aim of this project was to classify the health of a fetus as Normal, Suspect or Pathological using Cardiotocogram (CTG) data in order to prevent child and maternal mortality.
Lyric-Embeddings-using-Doc2vec-Word2vec
In this project, I will be using the MusicXmatch Million Songs Dataset and use Doc2vec and Word2vec methods from the Gensim Library and train song embeddings based on lyrics.
BERT4Rec
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer