Naveen Shrivastava – Medium

Naveen Shrivastava

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Naveen Shrivastava

Prompt Engineering and In-Context Learning

Writing prompts is both an art and a science that helps the model to generate better and more relevant responses. In-context learning is…

Feb 4

Prompt Engineering and In-Context Learning

Feb 4

Pinned

Naveen Shrivastava

Vector DB: from Embeddings to Applications

Large language models (LLMs), have enabled many new and exciting applications to be built. But a known shortcoming of LLMs is that a…

Jan 22

Vector DB: from Embeddings to Applications

Jan 22

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Naveen Shrivastava

Machine Learning in Production

Say you’ve trained an accurate machine learning model in a Jupyter Notebook, you celebrate that and you might now be wondering, now what I…

Jan 22

Machine Learning in Production

Jan 22

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Naveen Shrivastava

Generative AI Project Life Cycle

Generative AI is a part of Artificially Intelligence which enrich data to further better AI performance like Image Generation, Video…

Jan 21

Generative AI Project Life Cycle

Jan 21

Pinned

Naveen Shrivastava

Machine Learning System Design

A Machine Learning System defining data, algorithms, interface, hardware and infrastructure to meets the specific requirements.

Jan 19

Jan 19

Naveen Shrivastava

Deploying Scalable Machine Learning

We look 3 layers for scalable ML Models:

May 3

Deploying Scalable Machine Learning

May 3

Naveen Shrivastava

Few important steps for any Analytics Project

Following steps are important for any analytics project:

Apr 26

Apr 26

Naveen Shrivastava

Components for building LLMs application

We know that Generative AI is the latest trend which can solve lots of real life problems in our day to day activities, specially Large…

Apr 26

Apr 26

Naveen Shrivastava

Memory and Compute Optimization

When training or fine-tuning large foundation models, we often face compute challenges, in particular, how to fit large models into GPU…

Apr 10

Memory and Compute Optimization

Apr 10

Naveen Shrivastava

Large-Language Foundation Models

Training a multibillion-parameter large language model from scratch, called pre-training, requires millions of GPU compute hours, trillions…

Feb 28

Large-Language Foundation Models

Feb 28

Naveen Shrivastava

Naveen Shrivastava

Hi, I am a Data Scientist/Machine Learning Engineer, having experience in Machine Learning, Deep Learning, NLP, Transformers, Computer Vision and Generative AI.

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