Devin SoniinTowards Data ScienceLarge Language Models as Zero-shot LabelersUsing LLMs to obtain labels for supervised models·5 min read·Mar 20, 2023--1--1
Devin SoniinTowards Data ScienceFeedback Loops in Machine Learning SystemsDesigning feedback loops in machine learning system design·6 min read·Sep 20, 2022----
Devin SoniYou Don’t Need to Learn VIMMy thoughts on learning VIM as a software engineer·3 min read·Sep 12, 2022--14--14
Devin SoniinTowards Data ScienceMachine Learning on Graph DataHow to leverage graph information in your ML models·6 min read·Sep 8, 2022----
Devin SoniinThe Airbnb Tech BlogGraph Machine Learning at AirbnbHow Airbnb is leveraging graph neural networks to up-level our machine learning10 min read·Jun 14, 2022--6--6
Devin SoniinTowards Data ScienceHandling Missing data in Machine LearningHow to deal with missing data while building ML models·3 min read·Nov 8, 2021----
Devin SoniinTowards Data ScienceMulti-task learning with Multi-gate Mixture-of-expertsGoogle’s neural network model for content recommendation·4 min read·Jun 28, 2021----
Devin SoniinTowards Data ScienceMulti-task learning in Machine LearningDeep multi-task learning with neural networks·5 min read·Jun 27, 2021--1--1
Devin SoniinBetter Programming4 Ways to Ask Better Questions as a Software EngineerHow to stop asking bad questions·3 min read·Aug 6, 2020--2--2
Devin SoniinBetter ProgrammingZoom Fatigue and Remote WorkZoom fatigue — what it is and how to avoid it·3 min read·Jul 16, 2020--1--1