Neha Mandaogade
Pune, Maharashtra,India
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Neha Mandaogade is a Principal Data Scientist at Publicis Sapient with extensive experience in designing, developing, and deploying scalable machine learning and AI solutions. Her expertise spans Natural Language Processing (NLP), deep learning, computer vision, and MLOps. Neha is skilled in leading data science teams, translating business problems into technical solutions, and has worked with major cloud platforms like AWS and GCP. She is passionate about leveraging data to drive business value and innovation, and actively shares her knowledge through technical blogs and articles.
Professional Summary
Neha Mandaogade's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
Leadership in AI/ML Solution Delivery
Successfully led and delivered multiple end-to-end AI and Machine Learning projects for enterprise clients, focusing on areas like NLP, computer vision, and predictive analytics, resulting in significant business impact and operational efficiencies.
Expertise in MLOps and Cloud Deployment
Demonstrated proficiency in deploying and managing machine learning models at scale using MLOps best practices on cloud platforms such as AWS (SageMaker) and GCP, ensuring model reliability, scalability, and maintainability.
Technical Author and Knowledge Sharer
Authored several insightful technical articles and blog posts on topics like object detection (YOLOv7), model deployment on AWS SageMaker, and various machine learning concepts, contributing to the data science community.
Advanced Degree in Data Science
Holds a Master's degree focused on Data Science and Engineering, providing a strong theoretical and practical foundation for her work in advanced analytics and machine learning.
Educational Background
Masters in Management Studies , Finance and Financial Management Services
Mumbai University Mumbai - Year 2004
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Company Overview
TransUnion CIBIL LimitedTransUnion CIBIL Limited is India's leading credit information company, maintaining one of the country's largest collections of consumer and commercial credit information. It provides credit scores (like the CIBIL Score), credit reports, and related services to individuals and lending institutions. This information helps lenders make informed decisions about loan applications and assists individuals in understanding their creditworthiness and managing their financial health. TransUnion CIBIL plays a critical role in India's financial ecosystem by promoting responsible lending and facilitating access to credit.
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