Tina AkiikiPII AuditsPersonally identifiable information (PII) is any information connected to a specific individual that can be used to uncover that…1 min read·Oct 17, 2023----
Tina AkiikiDesigning 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…2 min read·Oct 4, 2023----
Tina AkiikiCross 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…2 min read·Oct 3, 2023----
Tina AkiikiNear 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…4 min read·Oct 3, 2023----
Tina AkiikiHow 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…3 min read·Jun 9, 2022----
Tina AkiikiImage 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…5 min read·Apr 18, 2022----
Tina AkiikiIntroduction to Artificial Neural NetworksThis article aims to give a beginner friendly introduction to artificial neural networks.3 min read·Mar 30, 2022--1--1
Tina AkiikiPractice: 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…3 min read·Mar 27, 2022----
Tina AkiikiYour carrot, my stickExploring resistance in the workplace as a consequence of racialized emotional labor2 min read·Dec 3, 2021----
Tina AkiikiLearning platforms: developer satisfaction by raceAn analysis of the Stack Overflow annual survey responses from 20193 min read·Jul 12, 2021----