Class Imbalance Dec 31, 2023 Analytics & Data Introduction Class Imbalance is a common challenge in statistics and machine learning where the distribution of the target variable is skewed, resulting in several issues such as bias towards the majo... analytics datascience deep learning engineering machine learning Read more
How We Built Our Own ML Infrastructure Jun 10, 2022 Engineering As our team’s data science projects’ scope grew, the need for streamlined pipelines and workflows grew. We moved from a collection of ad hoc initiatives to defined projects that require an architectur... dataops devops engineering infrastructure mlops Read more
Lessons Learnt As a Life-Long Student Of Engineering Feb 4, 2022 Engineering While pursuing my degree in engineering, my classmates and I would have endless discussions about what makes a good engineer. We would compare engineering curricula, between engineering fields and eng... engineering Read more