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More than 5 years experience in data science

Resume posted by asad.taj in Banking.
Desired salary: $10,000.00
Desired position type: Any
Location: New Delhi Delhi, India

Contact asad.taj

Summary

I have more than 5 years experience in to data science, data analysis, data mining, machine learning, statistics and social media analytics. I mainly use R and Python for prgramming and modeling.

Education

• Masters in Science & Technology with major in Mathematics and Computer Science – 2009, Jamia Millia Islamia, New Delhi, India
• Bachelors in Science with major in Mathematics and Electronics – 2006, Ewing Christian College, Allahabad University, Allahabad, UP, India

Experience

Organization FIS Global Business Solutions, Gurgaon
Designation Data Scientist
Duration Aug 2013-Present
Work & Responsibilities –         Use of Analytics to improve business processes for banking and telecom clients

–         Showcasing analytical capability to gain new process/business

–         Building strategy for analytics projects

–         Statistics, Data Mining, Text Mining & NLP, Machine Learning, Social Media Analytics, Geo Analytics

–         Data gathering, cleaning, validation, quality, exploratory data analysis, missing value and outlier treatment

–         Modeling (Selection, Training, Validation, Deployment)

–         Creation of data products for analytical services

–         Evaluation & procurement of new technology (Big Data, ML, SMA etc.)

–         Mentoring team members and knowledge sharing

Achievements –         Got team extra miler award for 2014

–         Established social media analytics practice and introduced it for Human Resources for hiring and employee satisfaction

–         Successfully Conducted Big data POC with IBM Big Insights and Formcept

Organization Sutherland Global Services, Mumbai
Designation Senior Analyst
Duration Sep 2011 –Jul 2013
Work & Responsibilities –         Worked in the Customer Management Analytics space for various clients (Symantec, Activision, Equifax, AT&T, Hughes etc.)

–         Responsible for building data mining algorithms for Customer Segmentation, Cross-Sell/Up-Sell, CSAT prediction

–         Text Mining, NLP (Natural Language Processing) and Dashboard building for CSAT, NPS (Net Promoter Score) survey & customer chat data for variety of industries

–         Social Media Monitoring including competitor analysis

–         Data Management using SQL, R, Excel

–         Gathering high and low level requirements for analytics projects

–         Result presentation and explanation to management & clients

Achievements –         Got Extra Miler award for first quarter of 2013

–         Owned Voice of Customer project for leading antivirus provider with 5.4% improvement in NPS metric

–         Owned Social Media Monitoring and Competitor Analysis project with monthly cycle with high client satisfaction

Organization StatSoft India, New Delhi
Designation Data Mining Consultant
Duration Apr 2010 –Aug 2011
Work & Responsibilities –         Demonstration & Training of various statistical & data mining techniques available in STATISTICA package

–         Assisting Customers on various statistical and data mining methods available for their projects

–         Case study & content development for different domains and clients

–         Proper understanding and implementation of Analytics as per CRISP-DM framework

–         Statistical Techniques- t-tests, ANOVA, Regression(Multiple, Stepwise, Logistic, Cox), Time Series, Principal Component Analysis

–         Data Mining/Machine Learning Techniques- Decision Trees (C&RT, CHAID, C5.0), Cluster Analysis, Artificial Neural Networks,  Association Rule Mining, PMML deployments of DM models

Achievements –         Given the training at CSIR labs and Government Bodies (National Remote Sensing Agency-NRSA, National Institute of Oceanography-NIO, Indian Metrological Department-IMD)

–         Guest lecturer for Business Intelligence class in IMT, Ghaziabad

Skills

  • Statistics
  • Data Mining
  • Machine Learning
  • EDA (Exploratory Data Analysis)
  • NLP(Natural Language Processing)
  • Linear Algebra
  • Graph Theory
  • Visualisation
  • R
  • Python
  • SQL
  • IBM SPSS Modeler
  • IBM SPSS Text Analytics
  • IBM SPSS Statistics
  • STATISTICA
  • MINITAB
  • RapidMiner
  • Weka
  • UberVU
  • KNIME
  • MATLAB
  • RStudio

Specialties

    Big Data Analytics, Project Management, Story Telling, Text Mining

Spoken Languages

    English -- very effectively, Hindi/Urdu