At HMI Engineering Services, I developed machine learning-based web applications using Python, Scikit-learn, Pandas, and Django. I evaluated ML algorithms and deployed a Random Forest model in Django apps, improving medical prediction accuracy by 15%.
On my AI-Driven Healthcare System project, I developed a disease prediction model that achieved 85% accuracy and improved its performance by 15% through feature engineering and hyperparameter tuning. I also created a patient-query chatbot and medicine recommendation system, and published work on spam filtering and malware detection using machine learning.
