Bin Wang – Medium

Bin Wang

Bin Wang
in
GoPenAI

Top Practical Techniques to Enhance LLM RAG Applications for Optimal Performance

In the realm of advanced AI, optimizing Language Model (LLM) applications for Retrieval-Augmented Generation (RAG) is crucial for…

Jul 4

Top Practical Techniques to Enhance LLM RAG Applications for Optimal Performance

Jul 4

Bin Wang
in
GoPenAI

Every 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 27

Every Enterprise Should Have a Private GPT (LLM)

Jun 27

Bin Wang
in
GoPenAI

How 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/Traps

Sep 17, 2023

How to Integrate AWS Bedrock via Boto3 and Langchain in Large Language Model Applications

Sep 17, 2023

Bin Wang

Launch an AI-Driven Startup From Scratch

— AI-driven startups specialising in a specific business area have a better chance to succeed

Feb 4, 2023

Launch an AI-Driven Startup From Scratch

Feb 4, 2023

Bin Wang

How 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, 2022

How to finish PhD thesis in 3.5 years while taking a full-time engineering job?

Sep 28, 2022

Bin Wang

Why 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 way

May 14, 2022

Why Rolling Out First Machine Learning Feature Takes So Long?

May 14, 2022

Bin Wang

Best Practice of Delivering Machine Learning Projects

Machine Learning (ML) has been deeply explored by researchers in the past decade. However, ML is still cutting-edge for most businesses in…

May 11, 2022

Best Practice of Delivering Machine Learning Projects

May 11, 2022

Bin Wang

Three Phases of Iterating Machine Learning Projects

In 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, 2022

Three Phases of Iterating Machine Learning Projects

May 10, 2022

Bin Wang

A Real Example to Explain Web Application Performance Testing Step by Step — Load Testing and…

Introduction

Jul 21, 2020

A Real Example to Explain Web Application Performance Testing Step by Step — Load Testing and…

Jul 21, 2020

Bin Wang

Comparison of AWS EC2, RDS, and Aurora for Database Solutions

When companies move their infrastructure from on-premise data centers to the clouds — AWS, Google Cloud Platform (GCP), Microsoft Azure…

Jun 4, 2020

Comparison of AWS EC2, RDS, and Aurora for Database Solutions

Jun 4, 2020

Bin Wang

Bin Wang

Years’ experience in AI/Machine Learning research, and leading engineering team in various areas — software development, DevOps, data science and MLOps.

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