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Puneet Jindal

Angestellt, Data Science Manager, RateGain India Pvt Ltd
Noida, Indien

Fähigkeiten und Kenntnisse

Machine Learning
Python
Statistics
Data Science
Natural Language Processing (NLP)
Text Mining
Regression Analysis
r
Statistical Modelling
Neural Networks
Big Data
Business Intelligence
Linux
deep learning
NoSQL
Hadoop
Apache Hadoop
Knowledge Discovery

Werdegang

Berufserfahrung von Puneet Jindal

  • Bis heute 9 Jahre, seit Juni 2016

    Data Science Manager

    RateGain India Pvt Ltd

    • Responsible for implementation of Revenue management across multiple products using forecasting techniques such as ARIMA, Holts Winter and ML techniques such as KNN, RF, XGBoost, NN with backpropagation • Sentiment Analysis and Text Mining using NLP with deep learning algorithms such as RNN(LSTMs) and Topic modeling techniques such as LDA, TensorFlow models textsum, syntaxnet and FB fastText. This work is in POC stage. • Trainings on Python for day to day machine learning and NLP with deep learning

  • 5 Monate, Dez. 2015 - Apr. 2016

    Senior Data Science Consultant

    Ephesoft

  • 5 Monate, Juli 2015 - Nov. 2015

    Data Scientist

    Lybrate

    • Helped teams track the health of our features and platforms with the help of exploratory data analysis • Setup the data pipeline • Communicate the analysis results in a clear and effective manner to CEO and BU heads with Tableau • Used Machine learning algorithms such as Naïve Bayes, RF, SVM to draw insights from the text data classification • Used Statistical models and predictive modeling • Used naïve forecasting methods to forecast business growth

  • 2 Jahre und 7 Monate, Dez. 2012 - Juni 2015

    Lead Analyst

    Delhivery

    • Lead the Business Activity Monitoring and Reporting team • Established the Data Analytics architecture for Automated Reporting • Managed the outsourced data analytics projects • Designed and developed Warehouse Management System/ Ecommerce Fulfillment System

  • 2 Jahre und 4 Monate, Juli 2010 - Okt. 2012

    Software Developer

    SapientNitro

    Roles and Responsibilities • Worked as requirements analyst for the one of the key projects of the Bank • Java web services Developer for Canadian Bank

Ausbildung von Puneet Jindal

  • 1 Jahr und 1 Monat, Sep. 2014 - Sep. 2015

    Data Mining

    Indian School of Business

    Statistics, Machine Learning, Pricing Analytics, Forecasting Analytics, Operations Research, Financial Modelling, Customer Analytics

  • 4 Jahre, Juli 2006 - Juni 2010

    Computer Science

    Thapar University

    Computer Science, Data Structures and Algorithms, Operating Systems, Programming, Python, R, Software Development

Sprachen

  • Französisch

    Grundlagen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

  • Hindi

    -

  • Punjabi

    -

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