Salman Hameed
Data Science | Machine Learning | Deep Learning | Generative AI
Data Science | Machine Learning | Deep Learning | Generative AI
🌟 Excited to share my latest AI project: Diabetes Pro Tech 🌟
I built an advanced AI application for intelligent diabetes detection, personalized support, and live doctor scrapped profiles, covering the entire pipeline from data preprocessing to model deployment.
📊 Data Handling: Acquired and preprocessed a robust dataset, followed by insightful visualizations.
⚙️ Feature Engineering & Normalization: Generated new features and normalized data to ensure balanced training.
🧠 Model Training: Trained multiple models (Logistic Regression, Random Forest, XGBoost) and fine-tuned them with GridSearch to achieve an impressive 99% accuracy!
🌐 Web Integration: Developed a web app integrating the best model. If diabetes is predicted, it dynamically scrapes oladoc.com for top diabetologists and displays their live profiles for easy access.
🤖 AI Assistance: Incorporated a Large Language Model to offer personalized diet and exercise plans, along with health precautions.
I built an advanced AI application for intelligent diabetes detection, personalized support, and live doctor scrapped profiles, covering the entire pipeline from data preprocessing to model deployment.