Sundar Krishnan – Medium

Sundar Krishnan

Sundar Krishnan
in
Towards Data Science

Real-time Model Interpretability API using SHAP, Streamlit and Docker

A self-service API to explain model scores real-time

7 min readOct 21, 2020

--

3

Real-time Model Interpretability API using SHAP, Streamlit and Docker

--

3

Sundar Krishnan
in
Towards Data Science

Introducing Xverse! — A python package for feature selection and transformation

Xverse short for X Universe is a python package for machine learning to assist Data Scientists with feature transformation and feature…

8 min readDec 17, 2019

--

14

Introducing Xverse! — A python package for feature selection and transformation

--

14

Sundar Krishnan
in
Towards Data Science

How to use Google Speech to Text API to transcribe long audio files?

Speech recognition is a fun task. A lot of API resources are available in market today which makes it easier for user to opt for one or…

6 min readFeb 27, 2019

--

18

How to use Google Speech to Text API to transcribe long audio files?

--

18

Sundar Krishnan
in
Towards Data Science

Chatbots are cool! A framework using Python

Did you like what you saw on the Kelly Movie Bot video? If the answer is “Yes” and you want to implement a chatbot, you can start reading…

22 min readDec 6, 2018

--

4

Chatbots are cool! A framework using Python

--

4

Sundar Krishnan

Create your own Voice based application using Python

Voice based devices/applications are growing a lot. Today, there are Google Assistant, Alexa which takes our voice as input, process them…

4 min readJul 23, 2018

--

24

Create your own Voice based application using Python

--

24

Sundar Krishnan
in
Towards Data Science

End to End — Predictive model using Python framework

Predictive modeling is always a fun task. The major time spent is to understand what the business needs and then frame your problem. The…

6 min readJun 21, 2018

--

8

End to End — Predictive model using Python framework

--

8

Sundar Krishnan

Variable Selection using Python — Vote based approach

Variable selection is one of the key process in predictive modeling process. It is an art. To put is simple terms, variable selection is…

3 min readMay 8, 2018

--

4

Variable Selection using Python — Vote based approach

--

4

Sundar Krishnan

Weight of evidence and Information Value using Python

Weight of evidence (WOE) and Information value (IV) are simple, yet powerful techniques to perform variable transformation and selection…

4 min readApr 29, 2018

--

21

Weight of evidence and Information Value using Python

--

21

Sundar Krishnan

Sundar Krishnan

I am passionate about Artificial Intelligence and Data Science. I focus on 360 degree customer analytics models and machine learning workflow automation.

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams