Ezenwaka Emmanuel

Pursuing MIRA
Medical Imaging | AI/ML
Medical Radiography
Healthcare Research and Computational Simulations.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

Final year Radiography student, building classical algorithms and neural architectures from scratch for Medical Imaging.

Already shipped a lesion classification model.
Bigger project in progress,healthcare Research & Simulations.
Research path locked in 🔐
#ml #ai #tech

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@winexviv Captivating, keep up the good work sir.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

Normal is a death sentence in tech.

The field is ruthlessly competitive. Thousands of smart people are grinding at the same problems you are.

Stay hungry. Stay dangerous.
Average gets replaced✌️🫵.
#tech #ml #viral

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@divaagurlxw Facts 💯

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@julien_c Will definitely win 💯

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@_jaydeepkarale Placing a reward on that task.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@AndrewYNg @JensenHuang 💯

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@heyadeel Well done

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@brightafia Solid framework.
Content earns the follow and consistent expertise earns the collaboration. Sequence indeed matters.
Well said 💯

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@mchulet hello

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@PunchyMoney Mistakes fr

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@shirshakchavan @X Real

[Ezenwaka Emmanuel @Emmanuel_C_E19]

focused. building. unmoved!.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

Woke up as an ML engineer… and immediately got humbled by a 5×5 system of linear equations 😂.

No fancy frameworks, no GPU.
Just me, a pen, and pure elementary row transformations until that augmented matrix finally surrendered into row echelon form.

#Ml #LinearAlgebra #tech

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@enodrift Hydra🖤

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@benfchi Side projects

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@charlesordo I feel like it’s a work ethic kinda stuff.

That happens to me, often times.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@agazdecki Facts.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@ScottiePippen Building an algorithm that detects if a breast lesion is malignant or benign and also classifies that lesion to its standardized bi-rads score, with its handcrafted quantitative feature extracted to aid diagnosis.

Basically, not your regular black-box classifier.

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@ashuuu_soft Hi

[Ezenwaka Emmanuel @Emmanuel_C_E19]

@shes_Genevieve It’s crazy 😂😂