PII AuditsPersonally identifiable information (PII) is any information connected to a specific individual that can be used to uncover that…Oct 17, 2023Oct 17, 2023
Designing a multi tenant data warehousing solution with AWS RedshiftI was recently tasked to present a multi tenant data warehousing solution for a personal project and I did some research that helped…Oct 4, 2023Oct 4, 2023
Cross join use case SQLI recently implemented a cross join for an analytics use case and decided it could be worth documented for those who struggle with…Oct 3, 2023Oct 3, 2023
Near real time ETL using Kafka, dbt and SnowflakeEarlier this year, I worked on a project to reduce the latency of replicating data from Aurora to Snowflake. A few of the tables had over…Oct 3, 2023Oct 3, 2023
How to perform clustering with dimensionality reduction for large datasetsThis post demonstrates how to perform clustering with dimensionality reduction using PCA which I learnt while completing the introduction…Jun 9, 2022Jun 9, 2022
Image classification with Tensorflow transfer learningTo deepen my understanding of neural networks, I created my first image classifier using Tensorflow , which is an open source ML framework…Apr 18, 2022Apr 18, 2022
Introduction to Artificial Neural NetworksThis article aims to give a beginner friendly introduction to artificial neural networks.Mar 30, 20221Mar 30, 20221
Practice: Hyper parameter tuning for an overfitted decision tree classifierThis project was initiated as part of a machine learning course from Udacity where I was tasked with selecting a model that accurately…Mar 27, 2022Mar 27, 2022
Your carrot, my stickExploring resistance in the workplace as a consequence of racialized emotional laborDec 3, 2021Dec 3, 2021
Learning platforms: developer satisfaction by raceAn analysis of the Stack Overflow annual survey responses from 2019Jul 12, 2021Jul 12, 2021
