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Sadida  S

Computer Programmer - 5 Years of Experience - Near 44106

Occupation:

Computer Programmer

Location:

Cleveland, OH

Education Level:

Master

Will Relocate:

YES

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Summary * Data scientist with 5+ years of experience in transforming business requirements into actionable data models, prediction models and informative reporting solutions. * Employing various SDLC methodologies such as Agile and SCRUM methodologies. * Expert in the entire Data Science process life cycle including Data Acquisition, Data Preparation, Data Manipulation, Feature Engineering, Machine Learning Algorithms, Validation and Visualization. * Hands - on experience in Machine Learning algorithms such as Linear Regression, GLM, CART, SVM, KNN, LDA/QDA, Naive Bayes, Random Forest, SVM, Boosting, * Proficient in Python and its libraries such as NumPy, Pandas, Scikit-learn, Matplotlib and Seaborn. * Experience in working with Hadoop Big Data tools such as HDFS, Hive, Pig Latin and Spark. * Expertise in implementing writing and optimizing the HiveQL queries. * Deep knowledge of SQL languages for writing Queries, Stored Procedures, User-Defined Functions, Views, Triggers, Indexes and etc. * Designed, trained, validated end to end ML models & pipelines for image, video, timeseries, seq2seq using TensorFlow, Keras, Pytorch to setup deep CNN. * Maintenance and monitoring of Docker in a cloud-based service during production and Set up a system for dynamically adding and removing web services from a server using Docker. * Worked on integration of diverse mathematical and statistical procedures, pattern recognition, model building, creating various scientific and industrial packages within R. * Extensively worked on Informatica IDE/IDQ. * Knowledge and experience in agile environments such as Scrum and using project management tools like Jira/Confluence and version control tools such as GitHub/Git. * Collaborated with data engineers to implement ETL process, wrote and optimized SQL queries to perform data extraction from Cloud and merging from Oracle. * Hands-on experience in importing and exporting data using Relational Database including Oracle, MySQL and MS SQL Server, and NoSQL database like MongoDB. * Experience in implementing data analysis with various analytic tools, such as Jupyter, Notebook, Spyder, Reshape, ggplot2, Dlpr, Car, Mass, SAS, Matlab and Excel. Data scientist with 5+ years of experience in transforming business requirements into actionable data models, prediction models and informative reporting solutions. * Employing various SDLC methodologies such as Agile and SCRUM methodologies. * Expert in the entire Data Science process life cycle including Data Acquisition, Data Preparation, Data Manipulation, Feature Engineering, Machine Learning Algorithms, Validation and Visualization. * Hands - on experience in Machine Learning algorithms such as Linear Regression, GLM, CART, SVM, KNN, LDA/QDA, Naive Bayes, Random Forest, SVM, Boosting, * Proficient in Python and its libraries such as NumPy, Pandas, Scikit-learn, Matplotlib and Seaborn. * Experience in working with Hadoop Big Data tools such as HDFS, Hive, Pig Latin and Spark. * Expertise in implementing writing and optimizing the HiveQL queries. * Deep knowledge of SQL languages for writing Queries, Stored Procedures, User-Defined Functions, Views, Triggers, Indexes and etc. * Designed, trained, validated end to end ML models & pipelines for image, video, timeseries, seq2seq using TensorFlow, Keras, Pytorch to setup deep CNN. * Maintenance and monitoring of Docker in a cloud-based service during production and Set up a system for dynamically adding and removing web services from a server using Docker. * Worked on integration of diverse mathematical and statistical procedures, pattern recognition, model building, creating various scientific and industrial packages within R. * Extensively worked on Informatica IDE/IDQ. * Knowledge and experience in agile environments such as Scrum and using project management tools like Jira/Confluence and version control tools such as GitHub/Git. * Collaborated with data engineers to implement ETL process, wrote and optimized SQL queries to perform data extraction from Cloud and merging from Oracle. * Hands-on experience in importing and exporting data using Relational Database including Oracle, MySQL and MS SQL Server, and NoSQL database like MongoDB. * Experience in implementing data analysis with various analytic tools, such as Jupyter, Notebook, Spyder, Reshape, ggplot2, Dlpr, Car, Mass, SAS, Matlab and Excel.

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COMPANY POSITION HELD DATES WORKED

United Health Group Data Scientist Data Scientist 1/2019 - 12/2017
Vivma Data Scientist 1/2015 - 8/2016
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