Shruti Parikh
Senior Analyst
Hyderabad
Overview
3
3
years of professional experience
Work History
Senior Analyst - Data Governance & Management
American Express
07.2024 - Current
- Created a self-operating, comprehensive, model-centric analytical data framework, empowering stakeholders to seamlessly update, enhance, and monitor fraud models, streamlining operations and maximizing efficiency.
- Designed an automated pipeline leveraging BigQuery in GCP to optimize model data creation process.
- Enhanced query execution speed in BigQuery through development of a multithreaded stored
procedure, achieving a 60% increase in processing efficiency.
Analyst - Product Development
American Express
07.2022 - 06.2024
- Transitioned the model data creation process from SAS to Python, significantly boosting performance and efficiency.
- Implemented the end-to-end Model Performance Monitoring Process using Python for multiple fraud detection models.
- Streamlined the Year-Over-Year (YOY) Report creation process by implementing the existing methodology using Python and PySpark, leading to a reduction in execution time of approximately 50%.
- Ensured data compliance and quality in working with third-party data sources.
- Perform data integrity checks, reported anomalies, and worked with stakeholders for swift resolution, ensuring performance.
- Worked on ad hoc data logic enhancement, ensuring data quality.
- Designed the roadmap for creating an Analytical Data Layer for ~17 fraud detection models.
Education
Master of Science - Information Technology
01-2022
- 9.5 CGPA
Bachelor of Technology - Electronics And Communication
01-2015
- ~71.77%
Skills
- Python
- SQL
- SAS
- Scikit-Learn
- PySpark
- HIVE
- BigQuery
- Excel
- Machine Learning,
- AWS,
- GCP
- Power BI (basic)
- Java, REST API
- Web Scraping Frameworks - Scrapy, BS4, Selenium
Accomplishments
American Express - Recognition
- For significantly enhancing the model monitoring process through innovative Python technology and achieving a remarkable ~50% reduction in data pull process runtime.
- For creating a multithreaded procedure using Big query, attributing to a significant reduction in run time, enhancing overall efficiency and performance.
Volunteered for team culture events
Student chairperson representing IEEE-WIE during BTech in 2018
Summary
Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.
Timeline
Senior Analyst - Data Governance & Management - American Express
07.2024 - Current
Analyst - Product Development - American Express
07.2022 - 06.2024
IIITH - Master of Science, Information Technology
Guru Nanak Institute of Technology - Bachelor of Technology, Electronics And Communication
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