π Turning AI & ML Projects into Real, Usable Applications π€π From building a Streamlit AI-powe...π Turning AI & ML Projects into Real, Usable Applications π€π From building a Streamlit AI-powe...
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π Turning AI & ML Projects into Real, Usable Applications π€π
From building a Streamlit AI-powered application to developing a Customer Churn Prediction model, every project teaches me something new β not just about technology, but about solving real-world problems with AI & Machine Learning. β¨
πΉ Streamlit App β turning ML ideas into interactive and user-friendly web applications
πΉ Customer Churn Predictor β using Machine Learning to predict whether a customer is likely to churn or stay, along with churn probability and customer risk level ππ¦
πΉ Business Insights β providing actionable recommendations that can help businesses focus on customer retention π‘
πΉ End-to-End Project β from data preprocessing and model training to testing, building and deploying a working ML application π
This project is designed to show how a Machine Learning model can move beyond a notebook and become a real, usable application that can help businesses understand customer churn risk and make better decisions. π€
This is more than just a project showcase β itβs a reminder that every line of code brings me one step closer to becoming the AI/ML engineer I aspire to be. β¨
Still learning.
Still building.
Still improving. π
Sound on was the right call, it makes a ticket feel physical. The tear when it gets scanned that you mentioned in the replies is the moment I'd want to see next, that's the bit people will remember. Is the sound wired into the component itself or triggered from the app?
From physical product design to an AI-generated launch campaign.
Partnered with Luma AI to explore its Uni-1 API through Kamper, an outdoor kitchen I designed and prototyped 10 years ago.
Using original product references, real specifications, and iterative AI generation, I created 12 campaign images and 2 videos in just a few hours, without a traditional photoshoot, production crew, or location budget.
The resulting 4K visuals became the foundation of Kamper's landing page and Kickstarter campaign storytelling.
My contributions
β’ AI API exploration and creative experimentation
β’ Product art direction and visual storytelling
β’ AI-generated campaign imagery and video
β’ Landing page design and development
β’ Product launch campaign development