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Author

Rachna K. Somkunwar

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Conference Open access 2025

A Novel Approach of GenAI-Driven Financial Marketing System

The Gen AI Driven Financial Marketing delivers a stack-based web-based solution that enables the use of Machine Learning (ML) and Generative Artificial Intelligence (GenAI) to make customer data from its raw form more accessible and further provide the relevant marketing messages.

Samarth Bedare, Rachna K. Somkunwar, Yash Patil et al. · 0 citations
Open access Aug 2026

Volatility-adaptive temporal learning framework using hybrid ARIMA-QuadGRU attention for multi-regime financial forecasting

The results justify the proposed regime switching hybrid approach as a scalable forecasting methodology for financial time-series accounting for the regime change in market conditions and provide investors, portfolio managers, and financial analysts with a practical tool to support their investment decisions in volatil...

Amit Pimpalkar, Rachna K. Somkunwar, Nilesh Shelke et al. · 0 citations

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