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