Vishal R – Medium

Vishal R

Vishal R
in
Towards Data Science

Machine Learning Monitoring — What, Why, Where and How?

So you’ve deployed your model and it is now processing the requests and making predictions on live data. But how do you monitor the model?

2 min readOct 6, 2021

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Machine Learning Monitoring — What, Why, Where and How?

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Vishal R
in
Towards Data Science

Feature Stores — What, Why, Where and How?

The term feature store has been going around a lot these days. This post tries to shed some light and clarity on the topic.

2 min readOct 3, 2021

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Feature Stores — What, Why, Where and How?

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Vishal R
in
Read a Paper

Aspect-based Document Similarity for Research Papers — Read a Paper

This paper talk about identifying similar research papers using aspect based similarity to improve granularity of RS like applications

5 min readNov 6, 2020

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Aspect-based Document Similarity for Research Papers — Read a Paper

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Vishal R
in
Read a Paper

Beyond Accuracy: Behavioral Testing of NLP models with CheckList — Read a Paper

This paper introduces CheckList — a task-agnostic methodology for testing NLP models.

5 min readOct 11, 2020

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Beyond Accuracy: Behavioral Testing of NLP models with CheckList — Read a Paper

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Vishal R
in
Read a Paper

BERT — Read A Paper

A brief summary of the paper: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

5 min readOct 4, 2020

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BERT — Read A Paper

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Vishal R
in
Developer Community SASTRA

Understanding TagSpace — Supervised Learning of Word Embeddings

A brief description of Facebook’s TagSpace model

3 min readMar 25, 2020

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Understanding TagSpace — Supervised Learning of Word Embeddings

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Vishal R
in
Omdena

ND(V/W/B)I — You Don’t Always need Deep Learning

While analysing the relationship between climate change and forced displacement in Somalia, deep learning turned out to be non-optimal

4 min readNov 1, 2019

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ND(V/W/B)I — You Don’t Always need Deep Learning

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Vishal R

Final Phase of Google Summer of Code 2019

The deadline for the final phase of GSoC just got over and I’ve made my submission. In this article, I share info on what I did, how I…

2 min readAug 26, 2019

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Final Phase of Google Summer of Code 2019

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Vishal R

AutoBound — Phase 2 Complete

The second evaluation of Google Summer of Code is complete and the results came out a week back. This article explains what I did during…

3 min readAug 7, 2019

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AutoBound — Phase 2 Complete

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Vishal R

Two weeks of Google Summer of Code building AutoBound

It has been almost two weeks since coding officially started with Google Summer of code. As mentioned in my previous post, I have been…

4 min readJun 8, 2019

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Two weeks of Google Summer of Code building AutoBound

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Vishal R

Vishal R

Data Scientist at Freshworks. Likes to talk about Machine Learning and plays the Harmonica. Slowly moving to Substack

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