Aliaksei Mikhailiuk – Medium

Aliaksei Mikhailiuk

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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

Pinned

Published 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.

Aug 26, 2021

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

Aug 26, 2021

Published in
Towards AI

Six Must-Read Books That Changed My Attitude to Management, Summarised for You

Save Time, Boost Your Leadership Skills, and Build Happy and Winning Teams!

4d ago

Six Must-Read Books That Changed My Attitude to Management, Summarised for You

4d ago

Published in
Towards Data Science

LLM Routing — the Heart of Any Practical AI Chatbot Application

How to building reliable, scalable and robust AI applications— explained in five minutes.

4d ago

LLM Routing — the Heart of Any Practical AI Chatbot Application

4d ago

Published 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, 2024

How to Grow Your Career Without Feeling Stuck

Apr 17, 2024

Published in
Towards AI

Face Off: Practical Face-Swapping with Machine Learning

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

Apr 3, 2024

Face Off: Practical Face-Swapping with Machine Learning

Apr 3, 2024

Published 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

Published 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

Published 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

Published 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

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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