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🚀 Built a Breast Cancer Prediction Web App with Flask & Scikit-learn
Early detection can save lives. To explore how Machine Learning can support healthcare, I built a Breast Cancer Prediction application using Scikit-learn and Flask.
🔧 Tech Stack
🐍 Python
🤖 Scikit-learn
🌐 Flask
📊 Pandas & NumPy
🎨 HTML/CSS
✨ Features
✅ Predicts whether a tumor is Benign or Malignant
✅ User-friendly web interface built with Flask
✅ Trained using the Breast Cancer Wisconsin dataset
✅ Fast and lightweight deployment-ready application
✅ Clean project structure for learning and extension
This project helped me gain hands-on experience in:
End-to-end Machine Learning workflows
Model serialization and deployment
Building REST-powered web applications with Flask
Integrating ML models into real-world applications
I'm continuously building AI and Full-Stack projects focused on solving practical problems and improving my production engineering skills. Feedback and contributions are always welcome!
#MachineLearning #Python #Flask #ScikitLearn #HealthcareAI #BreastCancer #AI #DataScience #WebDevelopment #OpenSource #PortfolioProject
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Hi everyone! I'm Yuri, and this is my first project for the Easy Lens Challenge by Contra!
I’ve been working in IT for over 10 years, 4 of which have been remote. Sometimes, I really miss the office and my colleagues. That’s exactly why I created a fun, retro-style mini-game called IT Office Survival.
While working with Easy Lens my strategy was to get the core game logic working first and refine the visual elements afterward.
Check out how it turned out! It’s a mini-game where you can choose one of 4 IT roles. Your goal is to complete as many tasks, calls, deploys, and other activities as possible. Coffee and AI give you great bonuses, while bugs and scrolling Reels are best avoided! At the end, you’ll find out your skill level: from Trainee up to LORD of your craft.
I hope playing this game brings a smile to your face.
🔗 The result of my work in Easy Lens: https://www.snapchat.com/unlock/?type=SNAPCODE&uuid=a76bcf32039442839dba121cbeaf7310&metadata=01
Thank you for your time! Wishing everyone great vibes and interesting tasks!
Love the gamification! Good luck with your submission!
Hi everyone! I'm Yuri, and this is my second project for the Easy Lens Challenge by Contra!
When I was working on my project for this contest, I fell in love with the idea of creating a mini-game controlled entirely by head movements. Since Easy Lens is fantastic at face recognition and tracking position, that’s exactly how Space Defender - Save the Galaxy! was born.
I started by formulating the idea, mapping out the functionality, game logic, and everything that should appear on screen. To bring it to life, I used Claude to speed up breaking down the overall structure and crafting the final prompts. Then, I moved on to generation with Easy Lens. Just like with my previous project, my strategy using Easy Lens was to get the core game logic working first and refine the visual elements afterward.
Check out how it turned out! Step into the shoes of a real Space Defender wearing a cool helmet. Blast monsters with a laser—to fire it, simply smile wide or open your mouth! Aim using your head movements, but be sure to avoid the bombs! Complete all 3 levels, stretch those neck muscles, and save the galaxy!
I hope this mini-game brings a smile to your face as well.
🔗 The result of my work in Easy Lens: https://www.snapchat.com/unlock/?type=SNAPCODE&uuid=e3506509a51e47838d08ceb2277d6d21&metadata=01
Thank you for your attention! See you!
Amazing job, Yuri! Massive good luck in the Challenge! 🛸
🚀 Excited to share my second submission for the #FlowstepChallenge by @Flowstep!
Meet TESLA UNIT—a futuristic mobile app concept for managing AI-powered robotic units. From exploring and applying custom robot skins to monitoring system health and managing connected devices, every interaction is designed to feel seamless and intuitive.
I built this project entirely in Flowstep, focusing on a cohesive design system, polished interactions, and a fully connected prototype. It was a great opportunity to experiment with a cyberpunk-inspired visual style while creating a product experience that feels both futuristic and functional.
🎥 Prototype: Link
Built with @flowstep 💜
#flowstepchallenge #Flowstep #UIDesign #UXDesign #MobileApp #ProductDesign #Prototype #Figma #Cyberpunk #AI
The cyberpunk aesthetic is really well executed, and I like how consistent the UI feels across all the screens. It looks like you put a lot of thought into both the visual style and the user experience. Wishing you the best of luck in the Flowstep Challenge🙌