Nishant Nagpal

Data Scientist | Machine Learning

Noida, India

Summary

Data Science professional with 7 years of experience. Experties in Machine Learning and Deep Learning. Have executed projects on Big Data (Hadoop). Built Alexa skill to integrate Alexa with Tableau. Created data visualizations using RShiny and Tableau.

Languages:

English, Hindi

Favorite Python Packages:

scikit-learn

Experience

Machine Learning

1. Prediction of customers propensity to use digital channel vs offline channels for serives (Classification problem)

2. Prediction of sales from stores based on the hyper local paramenter and census distribution in the vicinity (Regression)

3. Sentiment analysis of customer from the telephonic conversation with care agents (NLP)

Deep Learning

1. Remaining Useful Life of the vehichle components

2. Built GAN to get novel data from uniform distribution

Big Data

1. Built a 2 node hadoop clusters and perfomed data migration from SQL to that cluster

2. Expereinted with multiple technique of migration to make the process efficient

Visualization

1. Build Tableau Viz for store managers to take operational decisions 

2. Built Rshiny Viz to demo the solution for classification problem 

 

 

Skills

Big Data, Hadoop, Machine Learning, Visualization