Salman Hameed

Data Science | Machine Learning | Deep Learning | Generative AI

Generative AI

Diabetes Pro Tech

🌟 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.

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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.

Skills Used in Project

Python
LLM
Scrapping
Flask
Bootstrap
OpenAI-Api
Langchain
NLP
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