Shivani Patil

About Shivani Patil

I am Shivani Patil. I have completed my master\'s degree from Sardar Patel University, Gujarat.Data Analysis Knowledge :Data Collection: Gathering relevant data from various sources, which could include surveys, databases, experiments, or external datasets.Data Cleaning: Preparing the data by handling missing values, removing duplicates, and correcting inconsistencies. This step is crucial for ensuring the accuracy and reliability of the analysis.Exploratory Data Analysis (EDA): Using statistical and visual techniques to understand the underlying patterns, trends, and relationships in the data. This might involve generating summary statistics, creating charts and graphs, and identifying potential outliers.Data Transformation: Modifying or reshaping the data to make it suitable for analysis. This could include normalization, aggregation, or creating new variables.Statistical Analysis: Applying statistical methods to test hypotheses or estimate relationships between variables. This could involve regression analysis, hypothesis testing, ANOVA, or other statistical techniques.Predictive Modeling: Building models to make predictions based on historical data. This could involve machine learning algorithms, such as decision trees, neural networks, or clustering techniques.Interpretation of Results: Drawing insights and conclusions from the analysis. This involves understanding the implications of the findings, assessing their significance, and communicating them effectively to stakeholders.Reporting and Visualization: Presenting the results in a clear and understandable manner. This often involves creating reports, dashboards, or visualizations that help stakeholders make informed decisions.Decision-Making: Using the insights gained from the data analysis to guide strategic decisions or solve specific problems.Bio-Statistics Knowledge:Basic Knowledge of Sample Size Calculation, randomization schedule.Various parametric and non parametric biostatistical tests.Conclusion and interpretation of statistical resultsBasic understanding of SAP ( Statistical Analysis Plan)

Experience

1. Associate Biostatistician

   Sanofi

   Jun 2025 — Present · Hyderabad, IN

Education

• Sardar Patel University, Vallabh Vidyanagar

  Master's degree, Statistics

• Shivaji University, Kolhapur

  Bachelor of Science - BS, Statistics