PinnedKevin DuApplying a “Transform, Encode, KNN search” framework to match items with Amazon SageMaker and…A production-ready pattern to incorporate embedding building, indexing, and querying into your ML workflow in AWS.12 min read·May 3, 2023----
Kevin DuEmpowering Developers with a Gen AI Technical Support Agent: A Case Study of Canva SDKBuilding a technical support agent to enable developer self-service10 min read·Nov 26, 2023----
Kevin DuOptimizing Retrieval for RAG Applications: Enhancing Contextual Knowledge in LLMsA Closer Look at RAG Retrievers12 min read·Aug 15, 2023--1--1
Kevin DuExploring services for hosting your ML models on AWSChoose a service to run your ML models in AWS5 min read·Jun 14, 2023----
Kevin DuSummarising your meeting with ChatGPT and LangChainLLM might save you valuable time from manually summarising your meeting minutes6 min read·Jun 8, 2023--1--1
Kevin DuinTowards Data ScienceContinuous Testing for Machine Learning SystemsValidate the correctness and performance of machine learning systems through the ML product lifecycle.5 min read·Jul 25, 2021----
Kevin DuAn elegant way to do feature engineering — feature engineering foundationsAfter repeating creating use case-specific and business logic coupled feature engineering code for a couple of years, I am thinking if it…4 min read·Mar 9, 2021----
Kevin DuRabbit holes in Machine Learning ProductionlizationMachine learning (ML) is the study of computer algorithms that improve automatically through experience. It has been an important part of…2 min read·Sep 20, 2020----
Kevin DuDemystify Feature StoreIn this day and age, more and more organizations would like to have a uniform tool to deal with their tons of features. For a simple POC…3 min read·Mar 25, 2020----