Toby

Data Scientist & AI Engineer 🧠 | Sharing Python + ML notebooks, live projects & quick data hacks 📊 | Learning, experimenting & building in public 🚀

[Toby @tobychuk01]

Built and deployed as a real app:

Upload a dog image → get prediction instantly 🐶

Live demo:
https://t.co/GlMt6nJ8mG

Would love your feedback 🙌

[Toby @tobychuk01]

@TheAbdulwakil Luis diaz bayern

[Toby @tobychuk01]

💯 correct

[Toby @tobychuk01]

@walkojas Hi

[Toby @tobychuk01]

Full journey on how I built an AI fraud Detection API for Non-Technical people, https://t.co/PXNyFZxwJ8

[Toby @tobychuk01]

Full journey on how I built an Ai Fraud Detection API , for - Technical People: https://t.co/c4nk4oRoLA

[Toby @tobychuk01]

13/ Next phase:
🚀 Docker
🚀 Cloud deployment
🚀 Monitoring pipelines
🚀 Drift detection
🚀 Real-time inference systems
🚀 Full MLOps workflows
Still learning every day.
Still building.
Still obsessed with AI engineering.
#MachineLearning #AI #DataScience #MLOps #Python #FastAPI

[Toby @tobychuk01]

1/ 🚨 I built and deployed an AI-Powered Fraud Detection API.

What started as a Kaggle project turned into one of the hardest machine learning systems I’ve ever built.

Final ensemble ROC-AUC:
🔥 0.9574
Here’s everything I learned building it ↓

[Toby @tobychuk01]

12/ GitHub Repository 👇

Fraud Detection API Repository: https://t.co/OoBHKJcoEy

[Toby @tobychuk01]

Full Blog post on how breedy was created for anyone to read- https://t.co/Fr1XxyUY4a

[Toby @tobychuk01]

Full Blog post on how breedy was created, for Technical readers - https://t.co/whsBvZ9XYG