Intel GenAI Hackathon Participation Experience

Excited to share my experience at hackathon!

Project title: Customer Churn Prediction Using SMOTE with Intel® oneAPI.

In a tech-driven landscape, our project explores the convergence of Machine learning oneAPI, and innovative chatbot technology.🤖Optimized Performance: During training in IDC, Intel® AI Toolkits optimize the model’s performance by leveraging Intel architectures, resulting in faster computations and improved efficiency. Leveraging Intel® AI technologies, including the powerful oneAPI suite and oneDAL library, we crafted a sophisticated Customer Churn Prediction model.

The synergy of Streamlit and LLM brings a user-friendly interface and real-time assistance through our Llama 2 Chatbot. The Intel Developer Cloud provides a scalable cloud computing environment that seamlessly integrates with Intel hardware and software. IDC is leveraged for scalable and efficient model training, accommodating large datasets for accurate predictions. Dive into our journey from data exploration to deploying optimized models, as we redefine customer churn prediction with cutting-edge technology.

Let’s collaborate to push the limits of innovation and redefine digital-age communication together. 🖥

Project GitHub link:

link:https://lnkd.in/gPuN8h_B

Checkout our Medium article for an in-depth look: https://lnkd.in/gszs9cYQ

Kudos to my teammates Bindhiya T, S Tanisha, and Kuvalesh Sadasivuni for their unwavering contribution.

I’m thankful to Kavita Aroor and Intel Software for giving us this great opportunity.

Our team!!

#IntelAI #oneAPI

#TechInnovation