Sri Dayana
San Francisco,CA
Summary
- Predictive Analysis of individuals with heart disease based on personal Key Indicators: Used a dataset of 300 variables to process to rebalance data so that the heart disease category is 50% No %50 yes, which reduces the fitting once data is rebalanced. Used 3 classifiers Random Forest Classifier. Logistic Regression, K Nearest Neighbor Classifier and calculated the accuracy of data and time taken by each classifier to perform the task
- Flight Booking Database System: Developed a flight design database system using PSQL for users to search for flights, book their desired flight, check- in and select their seats
- Applying principles of NIST Cybersecurity Framework to the “No- Fly-List” Scenario: Understood intricacies of how NIST framework can be used to generate a solution for cyber risk scenarios and used the 3 functions of NIST and created a solution for the no-fly list scenarios.
Overview
2
2
years of professional experience
3
3
Certification
Work History
Data Analyst
UAB School Of Health Professions
05.2022 - Current
- Coordinated statistical data analysis, design and information flow.
- Created a path to send data from the excel sheet to Association of Schools Advancing Health Professions (ASAHP) using iMacros software.
- Web scraping the UAB faculty research data using Postman software with API key and connecting it to Talend Open Studio to convert the data into excel.
- Created various Excel documents to assist with pulling metrics data and presenting information to stakeholders for concise explanations of best placement for needed resources.
- Produced monthly reports using advanced Excel spreadsheet functions.
- Participated in requirements meetings and data mapping sessions to understand business needs.
- Developed tables, views and materialized views using SQL.
- Transformed project data requirements into project data models.
- Trained employees on software to improve data management, monitored use and suggested improvements.
Data Analyst Intern
UAB Environmental Health And Safety
02.2022 - 08.2022
- Conducting risk assessments and reviewing safety issues
- Completed filing, data entry and copying for data analyst team.
- Assessed data using methods learned in class.
- Ran data analysis reports and distributed to management staff.
- Presented reports to clients and teammates regarding project progress and results.
- Identified, analyzed and interpreted trends on risk assessment & safety issue patterns with complex data sets by finding correlations and visualizing with charts.
Application Developer
IBM
06.2018 - 07.2020
- Participated with multinational clients in discussion meetings with Abbott labs and HDFC banking application projects
- Participated in design and planning exercises for future software rollouts.
- Resolved system test and validation problems to provide normal program functioning.
- Responsibilities include designing and developing software using M files (a management tool) to help to track and manage project-related documentation.
- Collaborated with multidisciplinary teams to layout, design, and unfold new technology features.
- Designed and developed host-to-host projects. Member of Philippines migration project to analyze and develop client software using AS400.
Education
Master of Science - Computer Sciences: Data Science & Cyber Security
University of Alabama At Birmingham
Birmingham, AL12.2022
Bachelor of Science - Electronics And Communication Engineering
Koneru Lakshmaiah University
Vijayawada, India08.2019
Skills
- Java
- PSQL
- Python
- Tableau
- Postman
- iMacros
- Talend Open Studio (ETL Tool)
- numpy
- sklearn
- pandas
- scipy
- pytorch
Certification
Introduction to tableau - Oct 2022
Microsoft Azure Data Scientist Associate - Dec 2022
AWS Certified Data Analytics - Dec 2022
Timeline
Data Analyst
UAB School Of Health Professions
05.2022 - Current
Data Analyst Intern
UAB Environmental Health And Safety
02.2022 - 08.2022
Application Developer
IBM
06.2018 - 07.2020
Master of Science - Computer Sciences: Data Science & Cyber Security
University of Alabama At Birmingham
Bachelor of Science - Electronics And Communication Engineering
Koneru Lakshmaiah University
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