Sourish Dey – Medium

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TensorFlow 2.0 Custom Callback in Practice:An Utility for Data Products

Callback Strategies to add incremental benefit and improve Neural Network training

10 min readJan 17, 2021

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TensorFlow 2.0 Custom Callback in Practice:An Utility for Data Products

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Sourish Dey
in
CodeX

Utilizing the power of NLP in Non-English Online Craftsman Service Marketplace

Guiding customer to choose the correct ServiceId category

4 min readMar 17, 2021

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Utilizing the power of NLP in Non-English Online Craftsman Service Marketplace

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Sourish Dey

Maximizing Lead Conversion and Marketing Effectiveness through Advanced Analytics — An Automobile…

A Major challenge for organizations today is reacting and reaching out to right customers at right time using various touch points to…

8 min readFeb 17, 2021

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Maximizing Lead Conversion and Marketing Effectiveness through Advanced Analytics — An Automobile…

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Sourish Dey
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DataDrivenInvestor

Leveraging Power of Reinforcement learning in Digital Marketing

In my previous article I discussed about an advanced analytics solution to increase campaign ROI or Return on Marketing Investment (ROMI)…

11 min readMay 22, 2020

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Leveraging Power of Reinforcement learning in Digital Marketing

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Sourish Dey
in
Towards Data Science

Signature Fraud Detection- An Advanced Analytics Approach

In my previous article, I discussed about advanced analytics application in the area of fraud in a generic fashion. In this article I will…

9 min readMay 22, 2020

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Signature Fraud Detection- An Advanced Analytics Approach

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Sourish Dey
in
Towards Data Science

CNN Application-Detecting Car Exterior Damage(full implementable code)

Recent advances in deep learning and computation infrastructure(cloud,GPUs etc.) have made computer vision applications leap forward: from…

11 min readMay 22, 2020

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CNN Application-Detecting Car Exterior Damage(full implementable code)

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Sourish Dey
in
Towards Data Science

Mixed Recommender System- MF(Matrix Factorization) with item similarity based CF(Collaborative…

In industries like e-commerce, retail, news-group or music apps, recommendation system is one of the most important aspects in each of the…

10 min readMay 20, 2020

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Mixed Recommender System- MF(Matrix Factorization) with item similarity based CF(Collaborative…

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Sourish Dey
in
Towards Data Science

Neural Style Transfer on Real Time Video (With Full implementable code)

In recent few years, we have experienced the application of computer vision in almost every nook and corner of our life — thanks to the…

13 min readJun 5, 2019

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Neural Style Transfer on Real Time Video (With Full implementable code)

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Sourish Dey
in
Towards Data Science

CNN application on structured data-Automated Feature Extraction

Written: 13th Aug 2018 by Sourish Dey

11 min readAug 13, 2018

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CNN application on structured data-Automated Feature Extraction

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Sourish Dey

Sourish Dey

Sourish has 9+ years of experience in Data Science, Machine Learning,Business Analytics,Consulting across all domains, currently in Berlin with dunnhumby gmbh.

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