2022
- 30 Aug SQL Unit Testing with tSQLt
- 10 Aug AWS Personalize for recommending new movies to users, based on their ratings to other similar movies
- 27 Jul AWS Fraud Detector for classifying fraudulent online registered accounts for simulated data from Kaggle
- 16 Jul Forecasting American Football Fever in AWS using Wikipedia Page Hits
- 02 Jul Setting up AWS Code Pipeline to automate deployment of tweets streaming application
- 03 Jun Examples of deploying and hosting a Machine Learning Model with FastAPI
- 27 May Scheduling starting and stopping RDS instances with AWS Eventbridge
- 12 May Building a workflow with AWS NLP Services to translate speech into multiple languages.
- 14 Apr Understanding VPC terminology with example AWS workflows
- 15 Feb Ingesting data from S3 to DynamoDB with Lambda
- 03 Jan Using AWS Data Pipeline to automate movement of data between AWS services
2021
- 20 Dec Running a Spark notebook in AWS EMR
- 15 Nov Orchestrating ETL workflow using AWS Step Function
- 05 Oct Running a simple ETL job using AWS Glue
- 18 Jul Streaming tweets using AWS kinesis data streams and firehose
- 21 Jun Classifying images into custom labelled food categories using AWS Rekognition
- 09 Apr Crime geospatial analysis using geopandas and keplergl
2020
- 19 Dec Configure AWS Batch to update RDS and Redshift with data from S3
- 07 Oct Using ElasticBeanstalk to automatically deploy a webserver
- 22 Sep Deploying a Flask App to EC2 with RDS and Redshift
- 02 May Introduction to Markov Processes using practical examples
2018
- 30 Dec Contributing to Open Source during Hacktoberfest
- 17 Oct My Experience at PyCon UK and Presenting my Poster
- 20 Sep User Led Organisations: Networks and Links
- 01 Aug Funding patterns in the UK Grantmaking sector
2017
- 03 Dec Application of Natural Language Processing and Visualisation for Tracking Twitter Discussion Around Global Snakebite Disease
- 18 Aug Using Advanced Regression Techniques to Predict House Prices
- 15 Feb Use of Sports Analytics to investigate Kobe Bryant’s Career Performance in the NBA
2016