top of page


Data Modelling Uncovered: Exploring Inmon, Kimball, and Data Vault with Real-World Examples
In the previous post, we briefly introduced the three main data modelling approaches— Inmon , Kimball , and Data Vault —using a fun and...

Benjamin Tabares Jr
Mar 28, 20259 min read


Data Modelling Frameworks: Understanding Inmon, Kimball, and Data Vault
When it comes to modelling data for data warehouses, there are several approaches, but the three most prominent ones you're likely to...

Benjamin Tabares Jr
Mar 21, 20254 min read


Harnessing the Power of DataOps: A New Era of Data Workflow Efficiency
Cultural habits and practices Recently, I’ve been exploring Fundamentals of Data Engineering by Joe Reis and Matt Housley, which...

Benjamin Tabares Jr
Mar 6, 20254 min read


A Guide to Choosing the Right Tools and Technologies for Data Architecture
Choosing the right tools In the previous post, we explored a framework for translating data requirements into a robust data...

Benjamin Tabares Jr
Feb 27, 20253 min read


Transforming Data Requirements into Scalable Architecture
I recently completed the DeepLearning.ai Data Engineering Professional Certificate , and one topic that stood out to me was the...

Benjamin Tabares Jr
Feb 22, 20252 min read


Leveraging Databricks and Kubernetes for Efficient, Scalable Machine Learning
Overview I collaborated with a multi-cloud data consulting firm to implement this project, leveraging existing Azure Databricks...

Benjamin Tabares Jr
Feb 8, 20255 min read


Principles of Good Data Architecture
As part of my annual 'learn-unlearn-relearn' practice, I’ve focused on developing a deeper, more comprehensive understanding of Data...

Benjamin Tabares Jr
Feb 1, 20252 min read


Building a Simple Content Retrieval Web App with Pinecone and Python Flask
Overview This proof-of-concept project, developed during the COVID-19 pandemic, showcases an end-to-end Natural Language Processing...

Benjamin Tabares Jr
Jan 24, 20252 min read


Create an AWS Lambda function using a Container image (Dockerfile) stored in AWS ECR
Overview While creating an AWS Lambda function deployment package (zip file) for one of my ETL projects, we encountered the frustrating...

Benjamin Tabares Jr
Jan 22, 20255 min read
bottom of page

