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Saptarshi Chaudhuri

Towards Reasoning

Glorified next token prediction has shown tremendous promise for AI in recent years, with several feats of complex reasoning especially in…

Oct 13, 2024

Towards Reasoning

Oct 13, 2024

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…

Feb 25, 2024

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

Feb 25, 2024

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…

Feb 20, 2024

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

Feb 20, 2024

Vector Databases

What are vector embeddings and why do they matter?

Jan 4, 2024

Vector Databases

Jan 4, 2024

Time Series Forecasting using Deep Neural Networks — Notes

Intro

Nov 25, 2023

Time Series Forecasting using Deep Neural Networks — Notes

Nov 25, 2023

Does your LLM application hallucinate?

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

Jul 9, 2023

Does your LLM application hallucinate?

Jul 9, 2023

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…

Jan 25, 2023

Jan 25, 2023

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…

Jan 9, 2023

How will ChatGPT earn money?

Jan 9, 2023

How can Data Scientists work backwards from a problem?

Can also apply to other tech disciplines

Dec 9, 2022

Dec 9, 2022

Data Scientists require constant spoon feeding from stakeholders

False!

Dec 4, 2022

Data Scientists require constant spoon feeding from stakeholders

Dec 4, 2022

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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