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ABOUT ME

Data Science and Software Engineering

I enjoy finding the relatonships within the data.

Paul Maxwell
(MaX)


Photo of Me

I have over 22 years of experience in Military Medicine and Logistics as a Combat Medical Technician (CMT). On completion of that bundle of fun, I gained a place at Aberystwyth University. Completing their 4 Year, Bachelor of Science in Computer Science (including Foundation Year). I was awarded First Class Honours. In 2023 I completed my MSc in Big Data Technologies via Glasgow Caledonian University on a DATA LAB Scholarship.

Skills:

Programming Languages: C/C++, Haskell, Java/JUnit/JavaFX/TestFX, Python, R, SQL

Big Data Technologies: PostgreSQL, MongoDB, Neo4j, Hadoop & Spark

Cloud Platforms: Google Cloud Platform, Google PubSub, IAM, BigQuery(ML)

Others: Data Management, Data Mining, Data-Driven Decision Making, Data Architecture

MSc Dissertation

Title: IoT Registry and Protocol Bridge

ABSTRACT
The technical study aims to replace Google Cloud IoT Core with an alternative solution, while staying within the Google Cloud Platform. The significance of the project lies in the application of skills acquired during the MSc, as well as executing a real-world task without compromising service quality. The technical study focuses on exploring the Internet of Things (IoT) with an emphasis on the concept of network layers. Understanding the underlying structure that the broker software would work upon to explain the software. This approach aided the methodology of combined industry-standard practices with academic insights, using the former to guide "what" to do and the latter to explain the "why." This would build a comprehensive picture of IoT and the MQTT Broker. The final implementation of the MQTT Broker to replace Google Cloud IoT Core service has resulted in a tailored, scalable solution. This broker has successfully met the organization's specific needs. It demonstrated improved control and resource optimization through enhancing system performance. The broker also paves the way for future enhancements, such as further integrations and the potential use of AI-driven analytics for deeper data insights.

PORTFOLIO
©WARMPONDWATER 2014

MY WORK

Below is some graphical outputs
Click on the images to inspect.


Sales Price V's Neighborhood - AMES MEAN
Sales Price V's Neighborhood - US MEAN
Sale Condition
Alex Net Reshape
Le Net Model
Le Net Confusion Matrix
Alex Net Confusion Matrix
Classification Report

CONTACT
©WARMPONDWATER 2014

Based

You should totally contact me!

Kilmarnock, Scotland
Email: max@warmpondwater.com
Warmpondwater