Project Single Title
If you are going to use a passage of Lorem Ipsum, you need to be sure there isn't anything embarrassing hidden in the middle of text.
Project Details
The visualizations helped teams make faster, better decisionsPortfolio Project title
Data Analysis & Visualization for Healthcare Study
In this project, I performed comprehensive data cleaning and preprocessing on a large, complex longitudinal healthcare dataset. Using advanced statistical analysis techniques, I extracted meaningful trends and patterns that informed clinical decision-making. I developed interactive dashboards using Python running in streamlit, enabling stakeholders to visualize patient progress, treatment outcomes, and testing metrics in real-time.
The dashboards were tailored for both clinical researchers and administrative teams, enhancing transparency and data-driven actions.
- Date : 26.05.2024
- Client : Confidential Healthcare Organization
- Skills : Python, R, Tableau, Pandas, SQL, Data Wrangling, Statistical Analysis, Dashboard Design
- Location : Manzini, Eswatini
Client Review.
" The dashboards transformed our ability to track patient outcomes effectively. It provided clear, actionable insights we couldn’t easily access before.. "
The dashboard provided real-time visibility into sales trends and inventory performance, enabling faster, data-driven decisions. Forecasting models reduced stockouts by 25% and helped anticipate demand more accurately. Executives used it for campaign planning and strategic adjustments.
The system uses SQL to query sales data, which is processed through a Python-based time-series model. Outputs are piped into a Tableau dashboard that updates automatically on a daily schedule. Users access KPIs, forecasts, and filters for region, product, and time range.