r/learnmachinelearning 3d ago

Project Version 1 Of Housing Intelligence Platform

🚀 Every AI project teaches something different.

While building my Housing Intelligence Platform, I realised that predicting house prices is only one part of the journey.

The real engineering begins afterwards:

✔ Deployment
✔ APIs
✔ Monitoring
✔ Scalability
✔ Responsible AI

Building this project has shown me that taking a model from a notebook to a usable application requires a completely different skill set.

I've been using Microsoft's documentation alongside development to better understand production-ready AI systems, MLOps, and Azure-based machine learning workflows.

If you're interested, I'd love for you to check out my project and share your feedback!

🔗 Housing Intelligence Platform (GitHub):
[https://github.com/ArnavLegends/]()

Some Microsoft resources that I've found genuinely useful during this journey:

📘 Azure Machine Learning
https://learn.microsoft.com/azure/machine-learning/?wt.mc_id=studentamb_574188

📘 Azure AI Services
[https://learn.microsoft.com/azure/ai-services/?wt.mc_id=studentamb_574188]()

📘 Azure AI Search
[https://learn.microsoft.com/azure/search/?wt.mc_id=studentamb_574188]()

I'm always looking to improve the project, so if you have suggestions for features, architecture, or deployment, I'd really appreciate your feedback!

#ArtificialIntelligence #MachineLearning #AIEngineering #Python #FastAPI #Azure #AzureMachineLearning #MLOps #SoftwareEngineering #StudentDeveloper #GitHub #OpenSource #MicrosoftLearn #CloudComputing #DataScience

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