Stuti Patel

Performed linguistic and statistical analysis on large structured and unstructured datasets to identify patterns, anomalies, and trends for cross-functional stakeholders. Collaborated with ML engineers and data scientists to design and deploy predictive, data-driven solutions. Conducted model output error analysis to identify frequent, high-impact error categories and provided actionable feedback to engineering and research teams. Built data pipelines and created Tableau/Power BI dashboards and Python scripts for multilingual text preprocessing and corpus analysis.

Analyzed large-scale text datasets using NLP and statistical techniques to identify linguistic patterns and derive actionable insights. Partnered with engineers and researchers to streamline annotation and preprocessing workflows and improve data solutions. Evaluated and compared model output quality, identifying error patterns and structuring feedback for stakeholders. Produced executive-ready reports and visualizations to communicate findings to non-technical audiences.

Designed structured surveys to collect sociolinguistic and behavioral data and synthesized results into recommendations for departmental strategy. Managed and cleaned constituent records across multiple integrated sources, improving data accuracy through documentation and governance practices. Digitized and audited forms to reduce processing errors and improve pipeline reliability. Analyzed alumni records using Excel dashboards to support segmentation and outreach effectiveness.