Krutika Rewale

WORK HISTORY

EDUCATION

ABOUT KRUTIKA REWALE

Experience in data collection, data and data integration structured and unstructured data sets like MySQL and MongoDB to extract dataExperience in data extraction using data mining techniques, perform exploratory data analysis to identify trends, identify predictive attributes of data sets and perform feature engineering to improve machine learning results and derive insights from it.Able to build a machine learning model on top of the problem domain.Experience with predictive modeling and machine learning techniques like supervised and unsupervised.Worked closely with application developers team to extract data relevant for analysis.Experience in R, Python, SQL, Machine learning.Experience in machine learning techniques including Linear and Logistic Regression, Decision Tree, Random forest, KNN, K-means clustering, SVM, Natural language processing (NLP).Experience in using techniques hyper-parameter tuning (grid-search, elbow method)Experience in using statistical techniques Univariate and Bivariate analysis.Experience in model validation - Confusion Matrix, Accuracy score, RMSE, R-square, K-Fold Cross-validationKnowledge of image processing object, detection, emotion detection using OpenCVCommunicate actionable insights using data, often for a non-technical audience.