Resume

Experience and credentials

A readable web resume with a stable PDF for viewing, downloading, and applicant-tracking systems.

Muhammad Rayyan

Data Reporting Analyst

+92-305-6412841 rayyanch125@gmail.com LinkedIn

Data Reporting Analyst with approximately two years of experience in healthcare revenue-cycle reporting, operational automation, data quality, and accounts-receivable analysis.

Professional Experience

Amal Academy

Faisalabad, Pakistan

An education startup funded by Stanford University that teaches professional skills to students and corporations

Career-Prep Fellow Apr 2026 – Present

Led a team to analyze job insecurity for daily-wage laborers in Faisalabad by surveying 3 major Chowks (Bilal Chowk, Ghanta Ghar, Khawaja Chowk) and developed a feedback-tested prototype to improve their employment access.
Raised PKR 25,000 for the Edhi Foundation by reaching 50+ individuals and 2 local businesses in person and via WhatsApp to aid social welfare programs.

Omega Medical Billing Inc.

Faisalabad, Pakistan

A technology-forward Revenue Cycle Management partner that combines over 20 years of certified healthcare experience.

Data Reporting Analyst Jun 2024 – Sep 2026

Assisted in automating daily ETL pipelines by using Python and SQL scripts to extract 28M+ records from the Medisoft v24 Database, reducing 16 hours of manual data printing and ensuring 100% data accuracy.
Developed the eReports Healthcare Reporting Toolkit using Python, openpyxl, pandas, and NumPy for 10+ monthly Excel and PDF reports, reducing manual reporting time by 80%.
Developed an automation tool for provider aging reports from a web-based enterprise reporting portal that saves per-provider CSV exports and builds a formatted Excel workbook with provider- and bucket-level aging analysis.

Chaudhary Traders

Faisalabad, Pakistan

A retail business providing home appliances and consumer goods to customers through flexible installment plans.

Accountant & Cashier Dec 2023 – Dec 2024

Managed customer installment ledgers, tracking payments and inventory for 600+ active accounts, improving cash flow efficiency by 98% to enhance customer service.
Managed and verified in-and-out logs of stock for 40+ product items weekly to prevent inventory discrepancies and ensure seamless branch operations.

Education

Virtual University of Pakistan

Faisalabad, Pakistan

Bachelor of Science in Computer Science 2024 – 2028

Government Graduate College of Science

Faisalabad, Pakistan

FSc. (Pre-Medical) 2018 – 2020

Extracurricular & Volunteer Experience

SpaceX Falcon 9 First Stage Landing Prediction

Faisalabad, Pakistan

A machine learning pipeline designed to predict Falcon 9 landing success to estimate competitor launch costs.

Student Data Scientist Nov 2025 – Dec 2025

Collected SpaceX flight data from online databases for web scraping using SpaceXApi and BeautifulSoup to build a clean dataset for analysis.
Developed and tested four predictive models to achieve 89% accuracy, successfully delivering a cost-estimation tool.

Certifications

IBM Data Science Professional Certificate (V3) — Coursera — IBM (Aug 2025 – Dec 2025)

Additional

Technical Skills: Microsoft Excel, Power BI, Python, SQL, pandas, NumPy, PostgreSQL, MySQL, DuckDB, DBeaver

Interests: MLOps, Data Engineering, Healthcare Data

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MUHAMMAD RAYYAN
+92-305-6412841 • rayyanch125@gmail.com • linkedin.com/in/muhammad-rayyan-data-analyst

PROFESSIONAL EXPERIENCE

Amal Academy
Faisalabad, Pakistan
An education startup funded by Stanford University that teaches professional skills to students and corporations
Career-Prep Fellow  Apr 2026 – Present
– Led a team to analyze job insecurity for daily-wage laborers in Faisalabad by surveying 3 major Chowks (Bilal Chowk, Ghanta Ghar, Khawaja Chowk) and developed a feedback-tested prototype to improve their employment access.
– Raised PKR 25,000 for the Edhi Foundation by reaching 50+ individuals and 2 local businesses in person and via WhatsApp to aid social welfare programs.

Omega Medical Billing Inc.
Faisalabad, Pakistan
A technology-forward Revenue Cycle Management partner that combines over 20 years of certified healthcare experience.
Data Reporting Analyst  Jun 2024 – Sep 2026
– Assisted in automating daily ETL pipelines by using Python and SQL scripts to extract 28M+ records from the Medisoft v24 Database, reducing 16 hours of manual data printing and ensuring 100% data accuracy.
– Developed the eReports Healthcare Reporting Toolkit using Python, openpyxl, pandas, and NumPy for 10+ monthly Excel and PDF reports, reducing manual reporting time by 80%.
– Developed an automation tool for provider aging reports from a web-based enterprise reporting portal that saves per-provider CSV exports and builds a formatted Excel workbook with provider- and bucket-level aging analysis.

Chaudhary Traders
Faisalabad, Pakistan
A retail business providing home appliances and consumer goods to customers through flexible installment plans.
Accountant & Cashier  Dec 2023 – Dec 2024
– Managed customer installment ledgers, tracking payments and inventory for 600+ active accounts, improving cash flow efficiency by 98% to enhance customer service.
– Managed and verified in-and-out logs of stock for 40+ product items weekly to prevent inventory discrepancies and ensure seamless branch operations.

EDUCATION

Virtual University of Pakistan
Faisalabad, Pakistan
Bachelor of Science in Computer Science  2024 – 2028

Government Graduate College of Science
Faisalabad, Pakistan
FSc. (Pre-Medical)  2018 – 2020

EXTRACURRICULAR & VOLUNTEER EXPERIENCE

SpaceX Falcon 9 First Stage Landing Prediction
Faisalabad, Pakistan
A machine learning pipeline designed to predict Falcon 9 landing success to estimate competitor launch costs.
Student Data Scientist  Nov 2025 – Dec 2025
– Collected SpaceX flight data from online databases for web scraping using SpaceXApi and BeautifulSoup to build a clean dataset for analysis.
– Developed and tested four predictive models to achieve 89% accuracy, successfully delivering a cost-estimation tool.

CERTIFICATIONS
– IBM Data Science Professional Certificate (V3) — Coursera — IBM (Aug 2025 – Dec 2025)

ADDITIONAL
– Technical Skills: Microsoft Excel, Power BI, Python, SQL, pandas, NumPy, PostgreSQL, MySQL, DuckDB, DBeaver
– Interests: MLOps, Data Engineering, Healthcare Data