Data Analyst Machine Learning

Nabeela Hassan Saleem

Data Analyst

ad8h03@r.postjobfree.com 302-***-**** DE

SUMMARY

Data Analyst with 5 years of experience leveraging advanced analytics and machine learning to drive data-driven decision-making in the healthcare industry. Proficient in the entire Software Development Life Cycle (SDLC) and Agile methodologies, adept at utilizing programming languages like Python, R, and SQL for robust data analysis and model development. Skilled in using analytical tools and libraries, including RapidMiner, NumPy, Pandas, Matplotlib, SciPy, and ggplot2. Experienced in creating compelling data visualizations and dashboards with Tableau, Power BI, Microsoft Excel, and Google Data Studio. Expert in data integration and ETL processes with Informatica Power Center and Alteryx. Proficient in Electronic Health Record (EHR) systems such as Epic Systems, Cerner, Allscripts, Meditech, McKesson, and NextGen Healthcare.

SKILLS

Methodologies: SDLC, Agile, Waterfall

Language: Python, R, SQL, RapidMiner

IDEs: Visual Studio Code, PyCharm

Packages: NumPy, Pandas, Matplotlib, SciPy, ggplot2

Data Analysis and Visualization Tools: Tableau, Power BI, Microsoft Excel, Google Data Studio

ETL Tools: Informatica Power Center, Alteryx

EHR and Health Information Systems: Epic Systems, Cerner, Allscripts, Meditech, McKesson, NextGen Healthcare

Health Data Analytics and Reporting: IBM Watson Health, Health Catalyst, SAS Health, Cerner HealtheIntent

Optum Analytics, Inovalon, Truven Health Analytics, 3M Health Information Systems, HealthEdge

Cloud Technologies: AWS, Azure

Machine Learning and AI: TensorFlow, Keras, PyTorch, scikit-learn, Azure Machine Learning, Google Cloud AI

Amazon SageMaker, H2O.ai, DataRobot, MLflow, Kubeflow

Data Management and Storage: MySQL, SQL Server, Oracle, Snowflake, Amazon Redshift, Google BigQuery

Other Skills: Data Cleaning, Data Wrangling, Critical Thinking, Strong Communication Skills, Excellent Presentation Skills, and Expert Problem-Solving Abilities

Operating System: Windows, Linux

EDUCATION

Bachelor of Electronics Communication Engineering Sep 2010 – May 2014

Rajeev Institute of Technology (VTU), Hassan, Karnataka

EXPERIENCE

Cardinal Health, DE April 2023 – Current Data Analyst

●Implement Agile methodologies to manage projects and tasks, ensuring timely delivery of high-quality data analytics solutions and continuous improvement through iterative development.

●Utilize Python, R, and SQL to perform advanced data analysis, cleaning, and wrangling, ensuring high-quality datasets for various healthcare projects.

●Develop and maintain analytical models using RapidMiner, TensorFlow, Keras, PyTorch, scikit-learn, Azure Machine Learning, Google Cloud AI, Amazon SageMaker, H2O.ai, DataRobot, MLflow, and Kubeflow.

●Leverage libraries such as NumPy, Pandas, Matplotlib, SciPy, and ggplot2 for statistical analysis and data visualization, providing actionable insights for healthcare stakeholders.

●Create interactive dashboards and reports using Tableau, Power BI, Microsoft Excel, and Google Data Studio to visualize complex data sets and communicate findings effectively.

●Execute data integration and ETL processes with Informatica Power Center and Alteryx, ensuring seamless data flow across multiple healthcare information systems.

●Manage and analyze data from EHR systems including Epic Systems, Cerner, Allscripts, Meditech, McKesson, and NextGen Healthcare to support clinical and operational decision-making.

●Deploy and optimize healthcare analytics platforms like IBM Watson Health, Health Catalyst, SAS Health, Cerner HealtheIntent, Optum Analytics, Inovalon, Truven Health Analytics, 3M Health Information Systems, and HealthEdge.

●Use AWS and Azure cloud services to store, process, and analyze large datasets, ensuring scalability and reliability of healthcare data solutions.

●Employ MySQL and SQL Server for efficient data storage, retrieval, and management, supporting various analytical projects.

●Collaborate with cross-functional teams to integrate analytical solutions into healthcare workflows, improving patient outcomes and operational efficiency.

Loginware Softtech Private Limited Sep 2019 – Aug 2020 Senior Data Analyst

●Related Tableau dashboards and reports using various visualizations for senior executives.

●Gathered requirements, performed data analysis, validation, and mapping, and developed Python programs to automate data flow.

●Worked with business analysts and data modelers, defined mapping documents, designed processes, and communicated results in client meetings.

●Developed Agile KPI reports, conducted training sessions on Agile principles, provided cross-training, and supported team members.

●Automated report generation and delivery, developed reference documents, performed code reviews and testing, and increased data quality by 20%.

●Developed calculations, parameters, groups, and hierarchies in Tableau to enhance data insights.

●Gathered requirements, performed data analysis, validation, and mapping, and developed Python programs to automate data flow.

●Worked with business analysts and data modelers, defined mapping documents, designed processes, and communicated results in client meetings.

●Developed Agile KPI reports, conducted training sessions on Agile principles, provided cross-training, and supported team members.

●Automated report generation and delivery, developed reference documents, performed code reviews and testing, and increased data quality by 20%.

Capgemini India Pvt Ltd Warner Bros Jan 2016 - Dec 2017 Data Analyst

●Executed data cleaning and preprocessing using Python and SQL, ensuring data accuracy and reliability for subsequent analysis.

●Utilized MySQL to store and retrieve large datasets, optimizing database management efficiently.

●Conducted thorough data analysis on customer behavior and preferences, leading to targeted marketing strategies and a 10% increase in customer engagement.

●Utilized AWS cloud platforms to manage and analyze large datasets, optimizing data storage and processing efficiency.

●Planned, designed, and implemented data warehouse solutions to support a reporting platform used for day-to-day decision-making.

●Set up end-to-end data quality processes, including storage, profiling, cleansing, and remediation, to ensure high-quality data.

●Designed and built visualizations and analytics using Tableau and Qlik Sense, enhancing business insights and decision-making.

●Designed and developed ETL workflows and datasets in Alteryx, streamlining data integration and transformation processes.

●Recognized for exceptional communication skills in documenting analytical methodologies and results, ensuring transparency and reproducibility of analyses.

●Identified, analyzed, and interpreted trends in complex data sets, performing root cause analysis for anomalies and providing actionable recommendations.

Capgemini India Pvt Ltd A S Watson groups Feb 2015 – Dec 2015 Data Analyst

●Performed migration of enterprise-related data reports from DeskI to WebI, fixing issues, identifying root causes, and documenting them.

●Tweaked SQL queries to improve performance, enhancing data retrieval efficiency.

●Managed, analyzed, and resolved data initiative issues, ensuring adherence to published data standards and meeting internal and customer requirements.

●Created Excel documents to pull metrics data and present information to stakeholders, providing concise explanations for resource allocation.

●Tested inflight orders to identify anomalies, developed trending reports, and actively participated in team efforts to bring cultural changes related to reporting.

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