Aliaksei Mikhailiuk – Medium

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!

2 min readOct 15, 2023

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

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Pinned

Aliaksei Mikhailiuk
in
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.

8 min readAug 26, 2021

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28

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

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28

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

11 min readApr 17, 2024

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4

How to Grow Your Career Without Feeling Stuck

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Aliaksei Mikhailiuk
in
Towards AI

Face Off: Practical Face-Swapping with Machine Learning

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

12 min readApr 3, 2024

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Face Off: Practical Face-Swapping with Machine Learning

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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.

9 min readAug 7, 2023

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Three challenges in deploying generative models in production

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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

6 min readAug 7, 2023

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20 Learnings From Delivering Cross-Functional Machine Learning Projects

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1

Aliaksei Mikhailiuk
in
Towards Data Science

Become An Effective Machine Learning Team Lead

Managing communication, infrastructure and documentation

12 min readFeb 6, 2023

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2

Become An Effective Machine Learning Team Lead

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2

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

11 min readOct 5, 2022

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

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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

9 min readJul 31, 2022

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On the edge — deploying deep learning applications on mobile

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1

Aliaksei Mikhailiuk
in
Towards Data Science

Acing Machine Learning Interviews

Preparation guide and resources for machine learning interviews.

9 min readJun 3, 2022

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5

Acing Machine Learning Interviews

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Aliaksei Mikhailiuk

Aliaksei Mikhailiuk

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

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