Setareh Dolati

Developing an AI Impact Assessment Tool to evaluate the effectiveness and risks of AI

AI Interviewer; developing an AI-powered research assistant system, building interactive questionnaries, focus on health & education.

Developed, and maintained production-grade machine learning prediction models with advanced statistical analysis and optimization techniques, improving prediction accuracy (in-production) by 20% within the first year, then achieving 98% accuracy in clinical studies in the second year. Built and deployed the signal processing algorithm for hormonal data extraction and calibration, ensuring precision and robustness in real-world scenarios. Built robust data pipelines, quality and governance frameworks to support scalable data infrastructure. Conducted risk analysis, ensuring compliance with regulatory standards and safe deployment of predictive AI models in a production environment. Designed and supported building the data infrastructure and transferring databases for a scalable version of product. Mentored and scaled the data science team fostering expertise in machine learning, analysis, data engineering pipelines, and product KPIs.

Implemented process miningworkflows and analytics to optimize customer support, identifying inefficiencies and improving operational metrics by 25%.