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Ashmi Banerjee

Generating Personalized Travel Queries with Gemini 2.5 Flash on Vertex AI

In the age of personalization, one-size-fits-all tourism recommendations just don’t cut it. That’s where SynthTRIPs comes in — a framework…

Jun 2

Generating Personalized Travel Queries with Gemini 2.5 Flash on Vertex AI

Jun 2

[Tutorial] Grounding Gemini Responses in VertexAI using Google Search

In this step-by-step tutorial, we will learn how to use ground Gemini responses in VertexAI using Google Search.

Feb 20

[Tutorial] Grounding Gemini Responses in VertexAI using Google Search

Feb 20

[Tutorial] A Simple RAG System using Google Gemma to answer travel-related queries

In this step-by-step tutorial, we will use a simple Retrieval Augmented Generation (RAG) with Google Gemma to help it answer travel-related…

Mar 19, 2024

[Tutorial] A Simple RAG System using Google Gemma to answer travel-related queries

Mar 19, 2024

Pros and Cons of Collaborative Filtering

In this blog, we will learn the advantages and disadvantages of using collaborative filtering.

Mar 19, 2024

Pros and Cons of Collaborative Filtering

Mar 19, 2024

Published in

[MLStory] A Guide to Using VertexAI and Google’s Embeddings for Generative Projects

In this step-by-step tech tutorial, we’ll explore an alternative approach to tackle a common use case we discussed in a previous blog:

Sep 11, 2023

[MLStory] A Guide to Using VertexAI and Google’s Embeddings for Generative Projects

Sep 11, 2023

Published in

[ML Story] Leveraging VertexAI and “Clever” Prompts for Textual Data Insights

A step-by-step tutorial to use the VertexAI Python APIs for restaurant review analysis.

Sep 7, 2023

[ML Story] Leveraging VertexAI and “Clever” Prompts for Textual Data Insights

Sep 7, 2023

Published in

[ML Story] Exploring the Future of Text Generation: A Deep Dive into Vertex AI using Jupyter…

A step-by-step tutorial to use the VertexAI Python APIs for text generation tasks.

Sep 6, 2023

[ML Story] Exploring the Future of Text Generation: A Deep Dive into Vertex AI using Jupyter…

Sep 6, 2023

Understanding Content-based Filtering with Item-Similarities

Developing a Recommender System using content-based filtering with item similarities.

Oct 31, 2022

Understanding Content-based Filtering with Item-Similarities

Oct 31, 2022

Understanding Collaborative Filtering

Explaining the working behind Collaborative Filtering in Recommender Systems.

Oct 31, 2022

Understanding Collaborative Filtering

Oct 31, 2022

Drawbacks of Recommender Systems

Discussing some of the drawbacks of common Recommender Systems implementations.

Oct 31, 2022

Drawbacks of Recommender Systems

Oct 31, 2022

Ashmi Banerjee

Ashmi Banerjee

👩‍💻 Woman in tech, excited about new technical challenges. You can read more about me at: https://ashmibanerjee.com/

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