Ashutosh Kumar – Medium

Ashutosh Kumar

Why does Generative AI works so well?

Understand the reason behing the revolution in the AI world: Why does Generative AI works so well !! What are the key reasons !

3 min readOct 13, 2023

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Why does Generative AI works so well?

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Ashutosh Kumar

Generative AI for Retail Marketing

Transforming Customer Experience : The future of marketing with Generative AI and how will it enhance the digital marketing world !

13 min readOct 13, 2023

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Generative AI for Retail Marketing

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Ashutosh Kumar

Decoding Large Language Models : Quantization

How are Large Language Models (LLMs) trained — given the huge size and GPU RAM requirement? We explore the technique of Quantization here.

6 min readSep 1, 2023

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Decoding Large Language Models : Quantization

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Ashutosh Kumar

How to automate your data science tasks with Large Language Models

Automate your code, visualization and model codes with LLMs and Langchain agents

9 min readJun 11, 2023

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How to automate your data science tasks with Large Language Models

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Ashutosh Kumar

The Agents of AI:

How to use LangChain Tools and Agents to perform SQL and Python based data analysis tasks, and a sneak peak of what’s coming in the future

9 min readMay 7, 2023

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The Agents of AI:

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Ashutosh Kumar

Dolly2 and LangChain: A Game changer for Text Data Analytics

Who hasn’t heard of ChatGPT !

11 min readApr 24, 2023

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Dolly2 and LangChain: A Game changer for Text Data Analytics

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Ashutosh Kumar

Revolutionizing Retail Loyalty Programs with NFTs: A New Era of Customer Engagement

Loyalty programs have long been used to foster customer retention and drive sales. However, simply implementing a loyalty program is not…

5 min readApr 4, 2023

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Revolutionizing Retail Loyalty Programs with NFTs: A New Era of Customer Engagement

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Ashutosh Kumar

Building a Python Package for your ML model

Move your model from Jupyter Notebooks to Python Package

10 min readJul 18, 2020

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Building a Python Package for your ML model

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Ashutosh Kumar
in
Capillary Data Science

Winning with Price

Pricing optimization in Retail

6 min readFeb 19, 2020

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Winning with Price

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Ashutosh Kumar
in
Analytics Vidhya

Machine Learning: Models to Production

Part 2: Building a python package from your machine learning model

6 min readJan 29, 2020

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Machine Learning: Models to Production

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Ashutosh Kumar

Ashutosh Kumar

Data Science @ Epsilon ; interested in technology, data , algorithms and blockchain. Reach out to me at ashu.iitkgp@gmail.com

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