SIDDHANT KULKARNI
New York, USA | +1 347-646-9459 | [email protected] | LinkedIn | GitHub
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.
Attained a 92.2% accuracy with KNNWithMeans delivering tailored recommendations based on purchase history, ratings and user preferences.
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.
Implemented a movie recommendation model using Flask achieving a 93% accuracy which was used in training 300 students.
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.
Student engagement in the event witnessed a remarkable surge resulting in a total of 2000 students taking part in the event.
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