Published inArtificial Intelligence in Plain EnglishCracking the Code: Byte Pair Encoding (BPE) ExplainedUnlocking the Magic of Subword Tokenization for Language ModelsJan 6Jan 6
Published inDataDrivenInvestorA Detailed Guide to LoRA: Low-Rank Adaptation for Efficient Model Fine-TuningFine-tuning large pre-trained models has become an important step of modern machine learning, especially with the rise of transformer-based…Jan 31Jan 31
Published inDataDrivenInvestorFrom Query to Dish: Building a Search Engine Using Sentence TransformersImagine you’re on a food app, searching for “spicy chicken curry.” In seconds, it suggests “Butter Chicken — Spicy,” leaving your taste…Dec 28, 2024Dec 28, 2024
Published inArtificial Intelligence in Plain EnglishA Deep Dive into Hierarchical Time Series ForecastingImagine you’re a supply chain manager for a massive FMCG (Fast-Moving Consumer Goods) company. You need to predict demand for products like…Oct 4, 2024Oct 4, 2024
Published inILLUMINATIONDubai Dreams: An Indian Expat’s Investing Adventures — Part 1Dubai, a city that sparkles like the gold it’s famous for. When my wife and I first stepped foot here, we were blown away. The towering…Sep 27, 20241Sep 27, 20241
Published inArtificial Intelligence in Plain EnglishHow to improve Marketplace Feed Recommendation via Multi-Objective OptimizationIn hyperlocal food-delivery marketplaces, success is measured not just by user satisfaction but also by the platform’s ability to drive…Sep 26, 20241Sep 26, 20241
Published inArtificial Intelligence in Plain EnglishSearch System 201: How to use Bayesian Optimization to tune ElasticSearch?Improve the search results using Data-driven Boost OptimizationJul 7, 2024Jul 7, 2024
Published inILLUMINATIONImproving Search Performance: A GenAI-Approach for Offline EvaluationWhen it comes to searching, we all crave the instant gratification of finding what we need in a blink. But have you ever wondered how…Jul 3, 20241Jul 3, 20241
Published inDataDrivenInvestorUnboxing Efficiency: Meet Matryoshka Representation Learning for Flexible AIMRL encodes information at different levels of detail creating a hierarchical representationJun 6, 2024Jun 6, 2024
Published inArtificial Intelligence in Plain EnglishSearch System 101: Introduction to ElasticSearchHave you ever needed help finding the information you need, buried under mountains of data? Then prepare to unlock the true potential of…Feb 21, 2024Feb 21, 2024
