Skills

Jay has expertise in Machine Learning, Deep Learning, Natural Language Processing, Statistical Learning and Process Mining

• Statistical Learning: Distributions,Inferential Statistics, Data Exploration, Regression Analysis, Variable selection, ANOVA, Logistic Regression,Discriminant Analysis
• Machine Learning: Pattern Mining,PCA,K-Means,density based Clustering,t-SNE,Naïve Bayes, KNN, Boosted Tree Models, SVM, Kernel methods, Ensemble Learning ,Regularization, Cross Validation , Variable and Model selection
• Natural Language Processing: Sentiment Analysis,Topic Modelling,Text Classification,Transformer models,Named Entity Recognition, Language models,Procedure extraction,Knowledge graphs
• Deep Learning : RNN,LSTM,GAN,VAE,Siamese Networks
• Process Mining : Log analysis,FuzzyMiner,Heuristic Miner,performance monitoring