Bin WanginGoPenAITop Practical Techniques to Enhance LLM RAG Applications for Optimal PerformanceIn the realm of advanced AI, optimizing Language Model (LLM) applications for Retrieval-Augmented Generation (RAG) is crucial for…Jul 4Jul 4
Bin WanginGoPenAIEvery Enterprise Should Have a Private GPT (LLM)Adopting a private GPT can revolutionize an enterprise’s data management, customer service, innovation, and overall operational efficiency…Jun 27Jun 27
Bin WanginGoPenAIHow to Integrate AWS Bedrock via Boto3 and Langchain in Large Language Model Applications— With Python Notebooks of Boto3 and Langchain Versions, a Brief Comparison of OpenAI and AWS LLM Solutions, and Potential Gotchas/TrapsSep 17, 20231Sep 17, 20231
Bin WangLaunch an AI-Driven Startup From Scratch— AI-driven startups specialising in a specific business area have a better chance to succeedFeb 4, 2023Feb 4, 2023
Bin WangHow to finish PhD thesis in 3.5 years while taking a full-time engineering job?In the past 3.5 years (from March 2019 to August 2022), I’ve worked hard to complete my PhD thesis (with 7 published conference papers, 1…Sep 28, 2022Sep 28, 2022
Bin WangWhy Rolling Out First Machine Learning Feature Takes So Long?— A case study of taking 1.5 years to release a recommender system in the production environment in a retrospective wayMay 14, 2022May 14, 2022
Bin WangBest Practice of Delivering Machine Learning ProjectsMachine Learning (ML) has been deeply explored by researchers in the past decade. However, ML is still cutting-edge for most businesses in…May 11, 2022May 11, 2022
Bin WangThree Phases of Iterating Machine Learning ProjectsIn the last couple of years, I’ve found that most Machine Learning (ML) projects end up as Proof of Concept (POC) even though the demand…May 10, 2022May 10, 2022
Bin WangA Real Example to Explain Web Application Performance Testing Step by Step — Load Testing and…IntroductionJul 21, 2020Jul 21, 2020
Bin WangComparison of AWS EC2, RDS, and Aurora for Database SolutionsWhen companies move their infrastructure from on-premise data centers to the clouds — AWS, Google Cloud Platform (GCP), Microsoft Azure…Jun 4, 2020Jun 4, 2020