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Data Scientist Resume

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TX

SUMMARY:

  • Microsoft Certificate in Data Science professional with three plus years of experience in all phases of diverse technology projects specializing in Data Science & Analytics, Azure Machine Learning and Tableau. Team builder with excellent communications, time & resource management & continuous client relationship development skills. Ability to excel in a fast pace demanding environment, communicate effectively at all levels, manage competing priorities and adapt readily to new challenges.

PROFESSIONAL EXPERIENCE:

Confidential - TX

Data Scientist

  • Implemented predictive models using Machine Learning algorithms - Linear regression and linear boosting algorithms and performed in- depth analysis on the structure of models, compared the performance of all the models and found tree boosting is the best for the prediction.
  • Applied concepts of R-squared, R.M.S.E in the evaluation stage to extract interesting findings through comparisons.
  • Performed in-depth statistical analysis and data mining methods using R, including Logistic Regression, and boosting models
  • Extensively used Azure Machine Learning to set up the experiments and creating Web services for the predictive analytics
  • Performed feature scaling, feature engineering and statistical modeling.
  • Prepared multiple dashboards using Tableau to reflect the data behavior over period. Analyzed and worked with all aspects of regression models (OLS etc.)

Confidential

Junior Data Analyst

  • Designed, modeled, validated and tested statistical algorithms against various data sets including behavioral data and deployed predictive models using R-studio
  • Performed Data Transformation method for Rescaling and Normalizing variables.
  • Understand the Requirements and Functionality of the application from specifications.
  • Designed, developed, tested, and maintained Tableau functional reports based on user requirements.
  • Mastered the ability to design and deploy rich Graphic visualizations with Drill Down and Drop down menu option and Parameters using Tableau.
  • Worked closely with Business users. Interacted with ETL developers, Project Managers, and members of the QA teams.
  • Developed Tableau data visualization using Cross tabs, Heat maps, Box and Whisker charts, Scatter Plots, Geographic Map, Pie Charts and Bar Charts and Density Chart.
  • Developed donut charts and implemented complex features in charts like creating bar charts in tooltip.
  • Worked extensively with Advance analysis Actions, Calculations, Parameters, Background images, Maps, Trend Lines, Statistics and table calculations.
  • Hands on building Groups, hierarchies, Sets to create detail level summary reports and Dashboard using KPI's.
  • Used groups, bins, hierarchies, and filters to create focused and effective visualizations.
  • Experienced in forecasting and various trend reports.
  • Used parameters and input controls to give users control over certain values.
  • Utilized Tableau server to publish and share the reports with the business users.
  • Published Workbooks by creating user filters so that only appropriate teams can view it.
  • Used Trend Lines, Reference Lines, forecasting to describe the data.

TECHNICAL SKILLS:

Languages: Python, R, Scala, sparks

Big Data Tools: Apache Spark

Testing Tools: Jira

Relational Databases: MySQL

Databases: Oracle, DB2, MySQL

Reporting, Visualization: Tableau, Matplotlib, ggplot

OS: Windows

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