MADHURA MANDHARE

At CogniMedAi Private Limited, I developed a responsive company chatbot web application with predefined answers for company-related queries, and contributed to company website pages and frontend components.

I also worked on an AI-Based Facial Vital Health Analysis Platform for detecting blood pressure, heart rate, heart rate variability, and blink rate from facial videos. I assisted with Python model training, developed FastAPI services, and implemented PostgreSQL integration and user authentication.

For my Titanic Survival Prediction project, I built and tuned a Random Forest classifier, using feature engineering and GridSearchCV with 5-fold cross-validation to achieve 83% validated accuracy. I also performed data cleaning and exploratory data analysis.

My other projects include a Marathi Text-to-Speech application and web and mobile interfaces for the healthcare platform. I’m interested in software development, full stack technologies, and learning modern industry tools.