Nida Munawar

Data Analyst/Data Scientist with expertise in research, mathematical modeling, and data analysis. Proven track record in utilizing advanced analytics techniques to derive meaningful insights and drive data-driven decision-making. Strong background in mathematics and a passion for solving complex business problems.

Predictive Model development for Diabetes Risk Assessment (Boston University):

Developed a predictive model by conducting an in-depth analysis to asses the impacts of variables in the contribution of higher glucose levels. Utilized Statistical techniques such as proportion tests, multiple logistic regression, classification and other model evaluation metrics to access the model performance in identifying the key predictors. 

Data analysis of lifestyle factors on sleep health and disorders (Boston University):

 Conducted a data analysis project using R to examine the impact of lifestyle factors on sleep quality and sleep disorders, analyzing survey data from 374 individuals and providing insights on improving sleep health.

Formulation of Mathematical Models for Different Strategies for Cancer Treatment (LUMS):

Developed Mathematical Models to assess the immune response of avascular tumors in cancer treatment patients, considering the effects of immunotherapy, chemotherapy, and vaccine treatments. Utilized various statistical tools to predict optimal treatment strategies, aiming to improve patient outcomes by minimizing the adverse effects associated with aggressive treatments.

Automate Processes of a Blood Transfusion Service (Fatimid Foundation):

Provided an in-depth analysis of the organization and developed database software for the organization for handling the records of the patients and donors.