Saptarshi Chaudhuri – Medium

Saptarshi Chaudhuri

Saptarshi Chaudhuri

How to build a KD Tree in Python to support applications in Vector Databases and Deep Learning

Vector Databases have become increasingly essential to building LLM applications. In this educational blog series I implement key vector…

6 min readFeb 25, 2024

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How to build a KD Tree in Python to support applications in Vector Databases and Deep Learning

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Saptarshi Chaudhuri

Build a simple Vector database in python to perform vector search store and retrievals for Deep…

This is an educational blog series around Vector Databases where I try to implement key vector store/retrieval algorithms from scratch to…

3 min readFeb 20, 2024

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Build a simple Vector database in python to perform vector search store and retrievals for Deep…

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Saptarshi Chaudhuri

Vector Databases

What are vector embeddings and why do they matter?

5 min readJan 4, 2024

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Vector Databases

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Saptarshi Chaudhuri

Time Series Forecasting using Deep Neural Networks — Notes

Intro

4 min readNov 25, 2023

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Time Series Forecasting using Deep Neural Networks — Notes

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Saptarshi Chaudhuri

Does your LLM application hallucinate?

How to measure Hallucination rate (%) for your LLM powered application

4 min readJul 9, 2023

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Does your LLM application hallucinate?

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Saptarshi Chaudhuri

Why you need your Product, Sales and Marketing Managers in the same room with your Data Scientists

Having consulted and supported the growth for a handful of B2B SaaS products in the past decade, my realization is that there is no one…

3 min readJan 25, 2023

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Saptarshi Chaudhuri

How will ChatGPT earn money?

ChatGPT is being valued at $30Bn. In this article, I brainstorm ways Open AI can license ChatGPT to potentially live up to it’s valuation…

6 min readJan 9, 2023

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How will ChatGPT earn money?

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Saptarshi Chaudhuri

How can Data Scientists work backwards from a problem?

Can also apply to other tech disciplines

4 min readDec 9, 2022

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Saptarshi Chaudhuri

Data Scientists require constant spoon feeding from stakeholders

False!

4 min readDec 4, 2022

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Data Scientists require constant spoon feeding from stakeholders

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Saptarshi Chaudhuri

Data Science can help your business scale while staying profitable

Monetary tightening by the Federal Government is forcing businesses to prioritize “profitability” over “scale”. Thus, thousands of…

1 min readNov 23, 2022

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Saptarshi Chaudhuri

Saptarshi Chaudhuri

Principal Data and Applied Science Manager at Microsoft Cloud & AI division; Building Data Science applications in the Cybersecurity space

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