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SHIVANI MUNSHI
Senior Associate | Data Science at PwC Acceleration Centers in India
About
Shivani Munshi is a skilled and experienced Data Scientist with a solid background in predictive analytics, statistical modelling techniques, and machine learning algorithms. With 5 years of experience in the field, she is currently working as a Data Scientist at Fossil Group Inc. Her primary objective is to secure a position as a Senior Data Scientist where she can leverage her knowledge and expertise to drive data insights creation and inference. Shivani has worked with several companies in the past, including HCL, where she served as a Data Scientist and Data Analyst. At HCL, she was involved in data exploration and profiling using Numpy and Pandas, formatted data to improve its quality, and created an analysable customer database through customer engagement, mailers, and relationship building. She built a customer attrition decision tree model that improved monthly retention by 10 basis points and deployed it using AWS Sagemaker. Additionally, she migrated code from VB script to Python using Selenium and BeautifulSoup packages and implemented a long-term pricing and coverage experiment that improved customer lifetime value by 22%. Shivani holds a Master of Technology degree in Communication System from R. V. College of Engineering, Bangalore. She is proficient in various technologies, including AWS, Jupyter, Sagemaker, Python, Pandas, Seaborn, Selenium, ML, supervised learning, SVM, Keras, NLP, Tensorflow, neural networks, web, and software engineering. With 6.95 years of relevant experience, Shivani is a highly skilled and dedicated Data Scientist who is always eager to take on new challenges and deliver exceptional results.
Education Overview
• rv college of engineering
Companies Overview
• pwc
• fossil group
• hcl
Experience Overview
8.3 Years
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