Sneha Kumble Manohara

Sneha Kumble Manohara

Data Analyst
United States of America

نبذة عني

Detail oriented Data Analyst with 6 years of experience as a Technology analyst. Skilled in utilizing Python, SQL querying, Data Warehousing, ETL, Data Mapping, Data profiling and various BI tools such as Tableau, Qlik a…

الخبرة

Data Analyst

Pennsylvania State University
Jan 2023 - حتى الآن · 3 سنوات 6 أشهر

• Developed a user-friendly "Chester County Dashboard" using Qlik Sense to visualize trends and patterns in Census data.
• Addressed the challenge of disjointed community data sources by organizing and integrating data, providing a clearer overview of needs in Chester County. Utilized Qlik's powerful visualization features to present insights on poverty rates, healthcare access, educational opportunities, and demographic characteristics.
• Utilized advanced SQL for data cleaning, data aggregation and data transformation using different windows functions and joins.
• Provided actionable insights for community leaders, agencies, and partners, advocating for strategic decisions based on data-driven analysis to address identified needs effectively.
• Performed an advanced technology roadmap architecture analysis of Machine Learning in Healthcare and Semiconductor Manufacturing Industries to assess the Market Capitalization Growth trend within the industry.
• Developed a semiconductor manufacturing yield prediction model using Python with 100% accuracy, leveraging advanced statistical methods and machine learning algorithms like XGBoost, SVM, and Random Forest. Enhanced efficiency by reducing features by 35% while maintaining performance.
• The project's focus on data visualization allowed for a thorough assessment of the Market Capitalization Growth trend within the industry, providing valuable insights for strategic decision-making and industry analysis.

Data Analyst Research Assistant

The Pennsylvania State University, Malvern, PA
Jan 2023 - Dec 2023 · 11 أشهر

Developed a user-friendly "Chester County Dashboard" using Qlik Sense to visualize trends and patterns in Census data.
Utilized advanced SQL for data cleaning, data aggregation and data transformation using different aggregate functions, windows functions and joins.
Addressed the challenge of disjointed community data sources by organizing and integrating data, providing a clearer overview of needs in Chester County.
Utilized Qlik's powerful visualization features to present insights on poverty rates, healthcare access, educational opportunities, and demographic characteristics.
Provided actionable insights for community leaders, agencies, and partners, advocating for strategic decisions based on data-driven analysis to address identified needs effectively.
Performed an advanced technology roadmap architecture analysis of Machine Learning in Healthcare and Semiconductor Manufacturing Industries to assess the Market Capitalization Growth trend within the industry.
Developed a semiconductor manufacturing yield prediction model using Python with 100% accuracy, leveraging advanced statistical methods and machine learning algorithms like XGBoost, SVM, and Random Forest.
Enhanced efficiency by reducing features by 35% while maintaining performance.
The project's focus on data visualization allowed for a thorough assessment of the Market Capitalization Growth trend within the industry, providing valuable insights for strategic decision-making and industry analysis.

Technology Analyst

Infosys Pvt Ltd, India
May 2016 - Jun 2022 · 6 سنوات 1 شهر

Client: Allstate, USA
Domain: Insurance
Led and orchestrated a highly successful data standardization as a part of Master Data Management(MDM) initiative targeting insurance policy data, employing innovative data mapping (CDB to ACXML), strategies resulting in a remarkable 80% improvement in data quality and integrity.
Utilized SQL queries for extracting, transforming, and loading (ETL) data during the data standardization process.
Spearheaded the complete software development life cycle of the company's dynamic web applications utilizing Java, effectively implementing Struts and Spring Boot frameworks.
Integrated Jenkins for continuous integration and deployment and Managed project dependencies and builds using Maven.
Demonstrated a high level of expertise in the creation of RESTful APIs, a crucial component in enhancing application scalability.
Created and modified static form XSL’s for specific functionalities.
Improved the user interface for insurance transactions by agents by using HTML, CSS, and JavaScript.
Conducted thorough code reviews and debugging sessions, promptly identifying, and resolving issues to maintain high code integrity and functionality.
Consistently upheld the principles of agile and scrum methodologies using Jira, maintaining an exceptional track record of 100% on-time project delivery, showcasing a strong commitment to project management and delivery excellence.

المهارات

التحليلات تحليل البيانات المحترف إدارة نظم المعلومات تنقيب البيانات مايكروسوفت أكسس نظام التحليل الإحصائي (SAS) لغة الاستعلامات الهيكلية (SQL) تمثيل البيانات مهارات تحليل البيانات باور بي آي لغة البرمجة آر (R) تابلو Python Java Azure Synapse Analytics Azure Data Factory Azure Databriks Qlik Sense Microsoft Excel Azure Looker Data Collection EDA Data Analysis Data Warehousing Machine Learning Statistics ETL Verbal & written communication Presentation Collaboration Problem-solving skill Struts Spring Boot Jenkins Maven RESTful APIs HTML CSS JavaScript Jira TensorFlow XGBoost SVM Random Forest Snowflake DBeaver Knime Hadoop Apache Pig HDFS MapReduce Hive
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