Tam Nguyen – Medium

Tam Nguyen

Tam Nguyen

9 Methods to Enhance the Performance of a LLM RAG Application

It is easy to prototype your first LLM RAG (Retrieval Augmented Generation) application, e.g. using this chat-langchain template with below…

Nov 20, 2023

9 Methods to Enhance the Performance of a LLM RAG Application

Nov 20, 2023

Tam Nguyen

Book Review: Simplifying Data Engineering and Analytics with Delta

This book is easy to read for all data practitioners, it shares real world use cases with demonstrations by Delta example code blocks…

Jul 24, 2022

Book Review: Simplifying Data Engineering and Analytics with Delta

Jul 24, 2022

Tam Nguyen

Road to Lakehouse — Part 2: Ingest and process data from Kafka with CDC and Delta Lake’s CDF

This is a second part of the Data Lakehouse and data pipelines implementation in the Delta Lake. Source code GitHub repositories are at…

Jan 23, 2022

Road to Lakehouse — Part 2: Ingest and process data from Kafka with CDC and Delta Lake’s CDF

Jan 23, 2022

Tam Nguyen

ML workflow with Airflow, MLflow and SageMaker

This basic ML workflow could be a good starting point, then we can expand it by adding other stuffs such as data versioning, CI/CD…

Aug 26, 2021

ML workflow with Airflow, MLflow and SageMaker

Aug 26, 2021

Tam Nguyen

Tam Nguyen

Possesses the ability to design and deliver ML-based systems, automate workflows, develop, evaluate, optimize generative AI models to solve real-world problems

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