Skills & Expertise (42)
Work Experience
Data Analyst
I-Magnum Healthcare
Feb 2025 - Jan 2026
Analyzed healthcare Revenue Cycle Management (RCM) denial patterns across 200,000+ claims to identify revenue leakage drivers and optimize reimbursement strategies. Cleaned and transformed complex billing data including CPT codes, ICD-10 diagnoses, and CARC/RARC denial codes through systematic feature engineering and categorical encoding. Conducted comparative analysis of classification models (XGBoost vs. logistic regression), demonstrating superior performance in denial prediction accuracy and F1-score. Applied statistical techniques including SMOTE oversampling to address severe class imbalance and aggregated low-frequency denial codes into actionable categories for stakeholder reporting. Delivered comprehensive denial trend analysis and root cause insights through Excel dashboards and visualizations, enabling finance teams to implement targeted intervention strategies that reduced claim rejection rates and protected revenue streams.
Software Engineer Intern
Radical AI
Dec 2023 - Oct 2024
Designed and implemented A/B test plans with automated API test cases (Postman + pytest) for OpenAI/Gemini chatbot microservices on Snowflake-sourced interaction logs, validating 20 percentage response efficiency and 30 percentage satisfaction uplift via black-box (user simulation), white-box (prompt injection), system-level (ETL-to-response), and exploratory (edge-case queries) testing in Agile CI/CD. Implemented a real time application for educational usage.
Education
Master of Science in Data Science - University of Arizona
2023 - 2025 · Afghanistan
Bachelor of Technology in Information Technology - Sri Venkateswara college of Engineering
2019 - 2023 · Afghanistan
