My Journey
Turning healthcare data into useful insights through curiosity, careful analysis, and practical experience.
I'm a data scientist focused on healthcare analytics, driven by the belief that better data leads to better patient outcomes. I work across predictive modelling, business intelligence dashboards, and operational analytics, with an emphasis on ethical, fair, and privacy-respecting practices.
Python & SQL Proficiency
Built fluency in Python (Pandas, Scikit-learn, Matplotlib) and SQL for data extraction, transformation, and modelling.
Healthcare Data Projects
Developed projects spanning predictive modelling, business intelligence, and operations research in healthcare settings.
Power BI & Advanced Excel Analytics
Developed interactive Power BI dashboards and Excel analytics frameworks for healthcare decision-making.
Values
The ethical commitments that guide every project I undertake.
Ethics
Every analysis begins with an ethical framework. I consider the potential impact of findings on patients, clinicians, and communities before drawing conclusions.
Fairness
I actively examine datasets and models for demographic bias, ensuring that analytical outputs do not reinforce or amplify existing health disparities.
Privacy
Patient data is sacred. I work exclusively with de-identified or publicly available datasets and advocate for robust data governance practices.
Transparency
I document limitations, assumptions, and methodological choices clearly so that stakeholders can evaluate findings with full context.