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Poonam Patel

@poonampatel2

Business analytics graduate student at University of Dayton analyzing 362K+ OhioHealth MRI records to improve scheduling.

United States
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At University of Dayton, I’m part of an analytics team working with OhioHealth on outpatient MRI wait times. I merged and cleaned 362,324 exam records in Python and own the project’s data quality workstream.

For this project, I analyzed scan durations, utilization, and scheduling patterns across sites and procedures. I recommended appointment lengths based on procedure and contrast type, along with benchmarks and arrival-buffer adjustments.

At Mehsana Dairy & Food Products Ltd., I maintained HR and payroll records in an ERP system and ran payroll for more than 150 employees and contractors. When the biometric system was unavailable, I built an Excel attendance tracker that helped prevent payroll errors and keep payroll on schedule.

Experience

Work history, roles, and key accomplishments

University of Dayton logoUD

Teaching Assistant

Jun 2025 - Apr 2026 (10 months)

Tutored 17 MBAN graduate students in Python, statistics and data modeling, explaining complex concepts in terms they could apply. Debugged student code and models in weekly office hours; graded against rubrics and co-developed materials with faculty.

ML

Junior Executive – HR

Mehsana Dairy & Food Products Ltd.

Jan 2020 - May 2022 (2 years 4 months)

Maintained payroll and HR records in the ERP system and produced reports for finance audits, regulatory filings and management. Ran end-to-end payroll for 150+ employees and contractors with full statutory compliance (EPF, ESI, tax filings).

ML

HR Trainee

Mehsana Dairy & Food Products Ltd.

Jan 2019 - Dec 2019 (11 months)

Trained in HR operations and payroll processes, supporting the HR team in maintaining records and generating reports.

Education

Degrees, certifications, and relevant coursework

University of Dayton logoUD

University of Dayton

Master of Business Analytics, Business Analytics

Grade: 3.69/4.0

Pursuing a Master of Business Analytics (MBAN), STEM-designated, with an expected graduation in December 2026. Coursework includes Data Management for Analytics (SQL), Business Intelligence, and Machine Learning.

GU

Gujarat University

PG Diploma, Actuarial Science

Completed a PG Diploma in Actuarial Science in 2018.

SC

St. Xavier's College

Bachelor of Science, Mathematics

Completed a Bachelor of Science in Mathematics in 2016.

Tech stack

Software and tools used professionally

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