Hussein Mahdi
banner
hussein16mahdi.bsky.social
Hussein Mahdi
@hussein16mahdi.bsky.social
Research Engineer & Software Architect at Era Vision 🔬💻
.NET | Java | AI/ML | Open Source | Researcher | https://hu8ma.github.io/
We, your people and descendants, have not preserved all that our ancestors entrusted to us, yet we strive to reclaim what we can.

We have turned you into a legend, so that we may endure 😓🥺.

#life #AcademicSky #Science #SciComm
December 9, 2025 at 11:11 PM
Land of writing, poetry, literature, law, and justice. Truly, you are the lost essence of Iraq; the wounded lion that has not yet risen again.

#life #AcademicSky #Science #SciComm
December 9, 2025 at 11:11 PM
Even though the sun is stationary, the earth's movement causes it to shift, resulting in sunrise and sunset.
December 8, 2025 at 1:06 AM
and proving it is evidence of that. Also that, the researcher must adhere/take on to all the rules he initially established and not compromise on them, as they represent the foundations of his scientific research.
#AI #MachineLearning #DeepLearning #Research
December 3, 2025 at 11:11 PM
I said to myself, will what we develop have the same human touch, the same feelings we get when we hold a work made by humans?
I think we need to stop and review what we do for future 😔
December 2, 2025 at 3:15 AM
However, I accidentally forgot to pass it to the error_function during runner model, so the model continued to train and initially produced good results. Upon closer examination, I found that the class with the largest samples were overrepresented, thus exaggerating the model's results.
November 22, 2025 at 12:26 AM
I was working on a multi-class classification model with 86 categories, but these categories were sparse sampled. One solution was to use a class_weight in the error_function to ensure fairness.
November 22, 2025 at 12:26 AM
Reposted by Hussein Mahdi
November 13, 2025 at 6:03 PM
November 13, 2025 at 6:03 PM