Daniel Joubert
Netstar, Software Development Manager, Data Scientist
Centurion, South Africa
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I am a husband, father and inventor.
I love spending time with my wife and kids in the outdoors, walking in the bush and fishing.
At the office, I work as a software development manager, which means that I spent most of my time inventing and encouraging other developers to be the best inventers they can be.
I love to read and write and as such, I hold a master's degree in Computer Science with a focus on unsupervised machine learning.
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Area of Expertise
Applying the SOLID principles and refactoring
SOLID is an acronym for the 5 software design principles for simplifying software design and maintainability. I would like to discuss these principles, as well as how to refactor existing to code to apply these principles.
Link to the event:
https://www.meetup.com/DeveloperUG/events/wfwksqyzdbhc/
Discovering insider threats using machine leaning.
The talk will start by providing a definition of what an insider threat is and why it is difficult to prevent insider threats entirely. Other approaches to discover insider threats and their shortcomings. The legal and ethical dilemmas with predicting insider threats.
The second topic discussed will be anomaly detection. A definition will be provided and quick discussion will be provide around the difficulties of defining normal and abnormal by humans and machine learning algorithms.
Lastly, examples and investigations results from research will be resented to show how the two topics relate.
As the time is short, I will only present the exiting stuff.
Link to Pretoria meeting where I have presented this:
https://www.meetup.com/DeveloperUG/events/252900150/?rv=co2
Link to Johannesburg meeting where I have presented this:
https://www.meetup.com/DeveloperUG/events/mfqgbqyzdbqb/
I have learned from this talk is that you should try to present too many complex subjects in one talk. Select one, maybe 2 and keep it relevant and broad enough.
Developers User Group Meetup
Applying the SOLID principles and refactoring
Developers User Group Meetup
Discovering insider threats using machine leaning.
Developers User Group Meetup
Discovering insider threats using machine leaning.
Daniel Joubert
Netstar, Software Development Manager, Data Scientist
Centurion, South Africa
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