Nikhil Suryawanshi is a Senior Software Engineer with extensive experience in software development, machine learning, and data analysis. Nikhil has extensively worked on numerous high-profile projects across industries, including technology, and education. He is committed to improving and enhancing quality software solutions, by researching technologies that will contribute to the ever-evolving field of software engineering and data science. Nikhil’s curiosity about innovation and finding methods to derive faster and more accurate information has motivated him to dive deep into research.
Decan Times publication honors Mr. Suryawanshi with the “2019 Decan Times Awards for Achievement in Technology – e-Commerce Solution” for his research “Predicting Consumer Behavior in E-Commerce Using Recommendation Systems”. The research examines the expansion of e-commerce platforms, emphasizing the necessity of understanding consumer behavior to enhance customer satisfaction and drive business success. Recommendation systems play a crucial role in predicting customer preferences and providing personalized product suggestions. This study offers a comprehensive review of the existing literature on various recommendation techniques, including content-based approaches, hybrid models, and collaborative filtering. Significant advancements are noted, such as the integration of deep learning, trust-based filtering, and context-aware models. Building upon these foundations, the research proposes an innovative methodology that merges consumer behavior analysis with advanced machine learning techniques to more accurately predict preferences. The expected results indicate that this model will improve recommendation accuracy, effectively address challenges such as data sparsity and evolving user preferences and enhance overall customer engagement within e-commerce environments.
Nikhil is driven to persist in his research endeavors to discover solutions and innovative approaches that can facilitate substantial progress within a competitive environment. His objective extends beyond merely improving existing practices; he is also committed to embracing advanced technologies that enable both businesses and individuals to function more efficiently and maintain their competitive edge in the contemporary landscape.
