Backend Developer Intern, Soptle • Product Intern, Elevate Now • Ex-Alcher Head, Alcheringa • Final Yearite, IIT Guwahat

Shivam Koli  • Peerlist

• Developed a Chrome extension that systematically retrieves specific product pricing details from the Amazon Web Store. The extension is designed to store this data securely, providing a personalized repository for individual users.
• The extension will also incorporate a price monitoring mechanism that alerts users about the price reduction and sends an automated email to the registered Email-ID.

AMAZON PRICE-DROP NOTIFICATION EXTENSION

• Developed an interactive website in JavaScript to visualize Binary Tree and their Algorithms.
• Incorporated functionalities such as quick fill and destination, adding nodes, deleting nodes, search nodes, animations, and building graphs on canvas.

BINARY TREE VISUALIZER

• Developed a customer segmentation strategy tailored for retail operations; successfully identified high-value customer segments, resulting in a 15% boost in average order value and a 10% increase in customer retention rate.
• Leveraged Principal Component Analysis (PCA) to reduce data dimensionality, selecting two principal components that explained 85% of the variance. Resulted in a 40% improvement in model efficiency.
• Implemented the Gaussian Mixture Model algorithm to facilitate clustering, achieving an optimal silhouette score of approximately 0.422 for two distinct clusters.

Customer Segmentation

• Designed and launched a web-based social platform centered around link sharing, enabling users to collaboratively curate and preserve online articles by sharing them among a community of users.
• Implemented Web Scraping techniques to retrieve and present articles along with their corresponding metadata, incorporating functionalities such as tagging, user likes, and comment features.