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Aliaksei Mikhailiuk

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Aliaksei Mikhailiuk

Guide to my articles on Machine Learning, AI and Tech Leadership

A regularly updated list of publications by topic, make sure to save!

Oct 15, 2023

Guide to my articles on Machine Learning, AI and Tech Leadership

Oct 15, 2023

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Aliaksei Mikhailiuk
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Towards Data Science

Nine tools I wish I mastered before my PhD in Machine Learning

Whether you are building a start up or making scientific breakthroughs these tools will bring your ML pipeline to the next level.

Aug 26, 2021

Nine tools I wish I mastered before my PhD in Machine Learning

Aug 26, 2021

Aliaksei Mikhailiuk
in
Towards Data Science

How to Grow Your Career Without Feeling Stuck

Whether you are just starting up or aspiring to make another leap ensure that you are ready and your boss knows that

Apr 17

How to Grow Your Career Without Feeling Stuck

Apr 17

Aliaksei Mikhailiuk
in
Towards AI

Face Off: Practical Face-Swapping with Machine Learning

What matters? What has been done? What to do in practice?

Apr 3

Face Off: Practical Face-Swapping with Machine Learning

Apr 3

Aliaksei Mikhailiuk
in
Towards Data Science

Three challenges in deploying generative models in production

How to deploy Large Language and Diffusion models for your product without scaring the users away.

Aug 7, 2023

Three challenges in deploying generative models in production

Aug 7, 2023

Aliaksei Mikhailiuk
in
Towards Data Science

20 Learnings From Delivering Cross-Functional Machine Learning Projects

How to navigate complex cross-functional cross-team projects to drive timely solutions and not ruin the relationships

Aug 7, 2023

20 Learnings From Delivering Cross-Functional Machine Learning Projects

Aug 7, 2023

Aliaksei Mikhailiuk
in
Towards Data Science

Become An Effective Machine Learning Team Lead

Managing communication, infrastructure and documentation

Feb 6, 2023

Become An Effective Machine Learning Team Lead

Feb 6, 2023

Aliaksei Mikhailiuk
in
Towards Data Science

What is Variable Rate Shading and Why Big Players are Rushing to Get It

State-of-the-art optimization achieving over 40% rendering cost reduction

Oct 5, 2022

What is Variable Rate Shading and Why Big Players are Rushing to Get It

Oct 5, 2022

Aliaksei Mikhailiuk
in
Towards Data Science

On the edge — deploying deep learning applications on mobile

Techniques on striking the efficiency-accuracy trade-off for deep neural networks on constrained devices

Jul 31, 2022

On the edge — deploying deep learning applications on mobile

Jul 31, 2022

Aliaksei Mikhailiuk
in
Towards Data Science

Acing Machine Learning Interviews

Preparation guide and resources for machine learning interviews.

Jun 3, 2022

Acing Machine Learning Interviews

Jun 3, 2022

Aliaksei Mikhailiuk

Aliaksei Mikhailiuk

AI Team Lead at Snap. Ex-AI Team Lead at Huawei, PhD from University of Cambridge https://www.linkedin.com/in/aliakseimikhailiuk/

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