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Data Science

2021


Data-Driven Route Optimization: Leveraging Big Data for Blackbuck's Trucking Revolution

In the realm of logistics and transportation, data-driven decision-making has become a crucial factor for success. As a data science consultant for Blackbuck, often referred to as the “Uber for trucks” in India, I had the opportunity to work on a groundbreaking project that would shape the company’s strategic direction. This article delves into our process of analyzing vast amounts of GPS data and satellite imagery to identify key routes for Blackbuck’s operations, ultimately influencing critical business decisions and investor relations.

2019


Revolutionizing E-commerce: Building a Recommendation System for Lenskart's Eyewear Platform

In the rapidly evolving landscape of e-commerce, personalization has become a key differentiator for businesses seeking to enhance user experience and drive conversions. As India’s largest eyewear e-commerce player and a unicorn startup, Lenskart recognized the need to leverage cutting-edge data science techniques to provide tailored product recommendations to its vast customer base. This article delves into my experience as a data science consultant, working on an innovative recommendation system that transformed the way Lenskart’s users discover and interact with eyewear products.

2017


Under the Hood: The Technical Marvels of Octo.ai

As we continue our retrospective journey through the development of Octo.ai, it’s time to dive deep into the technical innovations that have made our analytics hypervisor a game-changer in the world of Machine Learning. From 2013 to 2016, our team pushed the boundaries of what was possible in analytics and ML, creating a platform that’s both powerful and accessible.