PinnedTransformer-based Sequential Denoising Auto-Encoder: Job2VecUsing TSDAE to convert Job descriptions into Vector for Job SearchApr 17, 20222Apr 17, 20222
PinnedSemantic Search with S-BERT is all you needBuilding In-house Semantic Search Engine from Scratch — Fast and AccurateJun 5, 202114Jun 5, 202114
Retrieval-Augmented Generation — Deep DiveLet’s try to break down RAG architecture and understand components and intuition behind why they workJan 30Jan 30
Event-Driven Microservices in Data ScienceEvent-driven microservices communicate with each other via event messages. When business events occur, producers publish them with…Mar 25, 2022Mar 25, 2022
Personalization and Recommendation with Contextual Bandits 🤖Simulate a content personalization scenario with Vowpal Wabbit using contextual bandits to make choices between actions in a given context.Dec 1, 20212Dec 1, 20212
Search, Rank, and RecommendationsEasy way to re-rank search results and personalized recommendations.Jul 5, 20211Jul 5, 20211
Adversarial Validation: Battling OverfittingAdversarial validation is an extremely useful method and allows you to quickly check the similarity between features in train and test.Jun 23, 2020Jun 23, 2020