Built a pipeline using stats + SHAP to detect grading bias and evaluate teacher impact via attendance and marks data. Identified sensitive attribute influence (e.g., gender/religion) on student performance using explainable AI.

Instructor Evaluations of Bilkent

Teacher Evaluation System focus on observation and evaluating teacher conducted by principals or other school administrators.

Next.js web UI for teacher evaluation system, supporting CRUD operations via API.

Laravel API backend for student feedback system, supporting CRUD operations for teacher evaluation.

AI-powered Ohio teacher evaluation SaaS platform. Save evaluators 50% of time with automated transcription, evidence tagging, and feedback generation.