SIDDHANT KULKARNI
New York, USA | +1 347-646-9459 | [email protected] | LinkedIn | GitHub
<p>Developed a Product Recommendation System for an e-commerce site, applying Collaborative Filtering techniques and implemented SVD and KNNWithMeans models on a vast dataset of 7.8 million products from Amazon Reviews electronics.<br>
Attained a 92.2% accuracy with KNNWithMeans delivering tailored recommendations based on purchase history, ratings and user preferences.</p>
<p>Enhanced machine learning models through data preprocessing, exploratory data analysis and applied techniques such as feature extraction, selection and hyperparameter tuning resulting in a minimum 5% accuracy boost.<br>
Implemented a movie recommendation model using Flask achieving a 93% accuracy which was used in training 300 students.</p>
<p>Crafted eye-catching promotional materials for the Aarambh Youth Festival, while spearheading strategic marketing initiatives and establishing connections with over 45 universities across India to drive widespread participation.<br>
Student engagement in the event witnessed a remarkable surge resulting in a total of 2000 students taking part in the event.</p>
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