Siddarth Ramesh – Medium

Siddarth Ramesh

Fine-Tuning Mistral-7B for Extracting Times

Introduction

Mar 24

Fine-Tuning Mistral-7B for Extracting Times

Mar 24

Smarter Retrieval for AI Agents: Beyond Vector Search

Retrieval-Augmented Generation (RAG) has revolutionized AI by enabling models to pull in external knowledge before generating outputs. In…

Mar 22

A more robust retrieval step

Mar 22

Published in
Data Science Collective

The Reality of Deploying LLMs in Enterprise: 3 Lessons from the Field

Introduction

Mar 19

Mar 19

I Tried Gemma Locally and on a SageMaker GPU

And What I Learned

Feb 28, 2024

I Tried Gemma Locally and on a SageMaker GPU

Feb 28, 2024

Published in
TDS Archive

Demystifying the Random Forest

Deconstructing and Understanding this Beautiful Algorithm

Feb 7, 2023

Demystifying the Random Forest

Feb 7, 2023

Published in
TDS Archive

Evaluating Your NLP Systems

How to build a suite of metrics and evaluations for your NLP scenarios

Sep 21, 2022

Evaluating Your NLP Systems

Sep 21, 2022

Published in
TDS Archive

Why Accurate Models Aren’t Always Useful

How economic utility functions help tie your models back to your customers

Sep 9, 2022

Why Accurate Models Aren’t Always Useful

Sep 9, 2022

Comparing ML Infrastructure at a Startup Versus Big Tech

Having worked several years in both Big Tech and startups, I wanted to examine some of the differences between how Machine Learning…

Aug 27, 2022

Comparing ML Infrastructure at a Startup Versus Big Tech

Aug 27, 2022

Siddarth Ramesh

Siddarth Ramesh

I'm a new dad, husband, love playing basketball, and happen to have been working in ML for the last 10+ years!

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