About

Amba Kumari is a skilled Data Scientist with 2.6 years of experience at Infochord Technologies Pvt. Ltd. She is proficient in Machine Learning and Statistical Modeling and has experience using computer languages such as Python, SQL, and C. Amba has a deep understanding of a variety of machine learning techniques and their real-world advantages/drawbacks. She also possesses knowledge of advanced statistical techniques and concepts such as regression, properties of distributions, and statistical tests, and has experience with their applications. As a team player with a knack for mathematics, statistics, and analytics, Amba is adept at different Machine Learning techniques such as Regression and Classification. Currently, she works as a Data Scientist at Infochord technologies, where she has worked on several Machine Learning projects. One of her notable projects involved analyzing Fuel Consumption Rate in Python using Multiple Regression techniques and improving the accuracy of the model using Random Forest and Boosting techniques, achieving an accuracy of around 92%. Another project she worked on was the Prediction of Subscription of Term Deposits for Bank Clients in Python using Machine Learning. Amba handled missing value imputation and outlier detection for each of the variables, and feature engineering was done using Standardization & Handled Categorical Features using One Hot Encoding. She applied SMOTE (Synthetic Minority Oversampling Technique) to handle Imbalanced Dataset and applied Logistic Regression techniques. She also applied Recursive Feature Elimination to repeatedly construct the Model and choose either the best or worst performing feature, computing the accuracy of the model using Confusion Matrix and ROC. Amba Kumari has a Master's degree in Applied Statistics and Informatics from the Indian Institute of Technology, Bombay, and a Bachelor's degree in Computer Science and Mathematics from Banaras Hindu University. Her Tech Stack includes Data Scientist, Research Scientist, Python, ML, SQL, Random Forest, Senior Software Engineer, and test. With 3.86 years of relevant experience, Amba Kumari is a highly skilled and experienced Data Scientist who is always ready to take on new challenges.