A machine-learning practitioner with 2+ years of experience in data analysis, statistical modelling, churn prediction, banking and business development. 7+ years of experience in Lending domain. Good Analytical skills and strong understanding of Business requirements.Well experienced in Automation using Selenium WebDriver and Robot Framework. Strong knowledge of Loans and Lending business features.My Key Expertise : - Highly proficient in Credit Scoring, Collection Analytics, Credit Risk Analysis using different machine learning algorithms in each of these lines of business- Proficiency in Python Programming.- Experienced in building end-to-end pipelines for data manipulation, modelling, model selection and prediction- Knowledge of the variety of machine-learning algorithms like:o Regression (Linear, Logistic Regression, Multiple, GLM)o Dimension Reduction Methods (Principal Component Analysis, Factor Analysis, LDA)o Statistical Modelling (Cluster Analysis, Decision Trees, Regression)o Classification (Naive Bayes, SVM, Logistic regression, Decision trees, Ensembles - Random forests, Gradient Boosting)o Clustering- K Means/ K NN/Spectral)o Database Management System- MySQL, MongoDBo NLP, Sentimental Analysis, Semantic Analysis