Baji Patan
Data Analyst @ J.P. Morgan | AWS, Python, SQL, Tableau , Power BI
- Role
- Data Analyst at J.P. Morgan
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Baji Patan
With a fresh Master of Science in Computer Science from the University of North Texas, my focus has been on leveraging advanced data analytics to transform financial and market data into strategic insights. Currently, as a Data Analyst at J.P. Morgan, I utilize AWS to manage massive datasets and employ machine learning algorithms to predict market trends with an 84% accuracy rate.My core competencies lie in data preprocessing using Python libraries, SQL, and employing scalable data warehousing with Snowflake, ensuring data integrity and quality. The drive to enable informed decision-making within our team propels my continual pursuit of excellence in data analysis and machine learning applications.
Experience
Data Analyst
Feb 2024 — Present · Dallas, TX, US
Stored and processed 500TB of financial data in AWS S3, handling stock market datasets, economic indicators, and news sentiment articles, with data preprocessing using Python and SQL to address 95% of outliers.Implemented machine learning models (Random Forest, Gradient Boosting, SVM) in AWS SageMaker, achieving 84% accuracy, and optimized data retrieval with AWS Redshift, reducing query times by 40%.Developed automated ETL pipelines with AWS Glue, reducing data processing time by 30%, and utilized Tableau and Excel for visualization, improving reporting efficiency and stakeholder decision-making.
Education
University of North Texas
Master of Science - MS
2022 — 2023
PRASAD V POTLURI SIDDHARTHA INSTITUTE OF TECHNOLOGY
Bachelor of Technology - BTech
2016 — 2020
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