About

Kavita is a skilled and experienced Data Scientist with a focus on Machine Learning, Deep Learning, and Natural Language Processing (NLP). With 2 years of experience across various industries including Insurance, Telecom, and Education, Kavita has a proven track record of formulating data science solutions for businesses. Currently working as a Business Analyst at exl, Kavita has previously worked as a Data Scientist at pinnacle digital analytics, where she gained hands-on experience in Data Acquisition, Data Wrangling, Data Analysis, Model Building, and Visualization for both structured and unstructured data. She has implemented various machine learning algorithms such as Linear Regression, Logistic Regression, Decision trees, Random Forest, SVM, XG Boost, K Means, K Prototype clustering, NLP, and Deep Learning. Kavita has also worked with imbalanced data sets and balanced data using techniques like SMOTE. Kavita has extensive experience in data visualization using Python Matplotlib and Seaborn, Tableau, and Power BI. She has worked with databases like SQL and MongoDB and has expertise in model deployment, having built micro-services using Flask and Quart that can be consumed by any application. Kavita has also extensively worked on Python's powerful libraries like Numpy, Pandas, Keras, and Scikit-learn. Kavita's educational background includes an MSc in Statistics and Computing from Banaras Hindu University and a Bachelor of Science in Mathematics and Statistics from Mahatama Gandhi Kashi Vidyapeeth. She has a relevant experience of 3.78 years and possesses a tech stack that includes Data Scientist, Research Scientist, NLP, Deep Learning, ML, SQL, Python, SVM, Random Forest, Keras, Seaborn, Scikit, Pandas, MongoDB, Microservices, and Flask. With her expertise and experience in the field, Kavita is a valuable asset to any data science team.