In healthcare, I automated reporting using Python and created an Excel dashboard to visualize doctor metrics at both the clinic and system levels. By streamlining discharge reporting and developing macros and Python scripts, I generated and emailed consolidated PDF reports. I also led an NLP project that optimized patient diagnoses by aligning diagnostic codes with doctors' notes, leveraging a large language model and machine learning techniques. Currently, I assist clients in developing medical reports for infectious disease tracking, billing optimization, hospital performance, and surgical block utilization while building executive dashboards tailored to organizational needs.In real estate, I developed a program using k-nearest neighbors and random forest analysis to identify comparable properties for accurate valuation and investment analysis. This program enables accurate comparisons by using statistical tests to ensure data integrity and provides investment analysis for flipping or renting opportunities.Regardless of the industry, data-driven strategies reveal valuable insights that enhance decision-making, efficiency, and profitability. Automating reporting, harnessing machine learning techniques, and creating customized dashboards provide businesses with a comprehensive understanding of their operations, highlighting areas for improvement and enabling informed, strategic decisions that drive growth and innovation. I look forward to the possibility of us linking.