Rahul KumarinNerd For TechWhy Large Language Model HallucinateWe will continue our talk on basis what , why and how to minimize hallucination2 min read·Jun 6, 2023----
Rahul KumarinNerd For TechPlaying with Losses For Search Rank PersonalizationThe objective of any search algorithm can vary depending on the platform at hand. While some platforms aim at increasing website engagement…8 min read·Apr 23, 2023----
Rahul KumarinNerd For TechMulti-Modalities and it’s ChallengesIntroduction13 min read·Apr 13, 2023----
Rahul KumarinGeek CultureData Driven Aggregation ~Unsupervised WayAggregation combines several independent variables to a dependent variable. The dependent variable should preserve properties of the…10 min read·Apr 7, 2023----
Rahul KumarinGeek CulturePractical Challenges for Real Time CF based Recommender SystemsCollaborative Filtering Overview8 min read·Mar 31, 2023----
Rahul KumarClass Imbalance in Model MonitoringIt’s common for ML models to be used to detect rare cases that don’t actually occur that frequently in real-world data. Consider the…3 min read·Jan 10, 2023----
Rahul KumarinGeek CultureUnstructured Model MonitoringA growing number of organizations build natural language processing (NLP) and computer vision (CV) models that are comprised of…4 min read·Jan 7, 2023----
Rahul KumarinNerd For TechWhy Multidimensional Scaling Fails?Why MDS Fails in giving us Meaningful Embeddings:2 min read·Feb 16, 2022----
Rahul KumarinGeek CultureHandling Model Inadequacies — Linear RegressionThis article deals with approaches to handle the Inadequacies of linear model.4 min read·Jun 23, 2021----
Rahul KumarTargeting the Best Prospects for a Charity MailingTargeted marketing is a classic business problem for applying data science principles and techniques, because the fundamental structure of…5 min read·Apr 2, 2019----