PinnedAliaksei MikhailiukGuide to my articles on Machine Learning, AI and Tech LeadershipA regularly updated list of publications by topic, make sure to save!2 min read·Oct 15, 2023----
PinnedAliaksei MikhailiukinTowards Data ScienceNine tools I wish I mastered before my PhD in Machine LearningWhether you are building a start up or making scientific breakthroughs these tools will bring your ML pipeline to the next level.8 min read·Aug 26, 2021--28--28
Aliaksei MikhailiukinTowards Data ScienceHow to Grow Your Career Without Feeling StuckWhether you are just starting up or aspiring to make another leap ensure that you are ready and your boss knows that11 min read·Apr 17, 2024--6--6
Aliaksei MikhailiukinTowards AIFace Off: Practical Face-Swapping with Machine LearningWhat matters? What has been done? What to do in practice?12 min read·Apr 3, 2024--1--1
Aliaksei MikhailiukinTowards Data ScienceThree challenges in deploying generative models in productionHow to deploy Large Language and Diffusion models for your product without scaring the users away.9 min read·Aug 7, 2023----
Aliaksei MikhailiukinTowards Data Science20 Learnings From Delivering Cross-Functional Machine Learning ProjectsHow to navigate complex cross-functional cross-team projects to drive timely solutions and not ruin the relationships6 min read·Aug 7, 2023--1--1
Aliaksei MikhailiukinTowards Data ScienceBecome An Effective Machine Learning Team LeadManaging communication, infrastructure and documentation12 min read·Feb 6, 2023--2--2
Aliaksei MikhailiukinTowards Data ScienceWhat is Variable Rate Shading and Why Big Players are Rushing to Get ItState-of-the-art optimization achieving over 40% rendering cost reduction11 min read·Oct 5, 2022----
Aliaksei MikhailiukinTowards Data ScienceOn the edge — deploying deep learning applications on mobileTechniques on striking the efficiency-accuracy trade-off for deep neural networks on constrained devices8 min read·Jul 31, 2022--1--1
Aliaksei MikhailiukinTowards Data ScienceAcing Machine Learning InterviewsPreparation guide and resources for machine learning interviews.9 min read·Jun 3, 2022--5--5