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Designed a novel online platform to eliminate AI bias, integrating software engineering, cybersecurity, and machine learning techniques with ethical principles.

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NatanGrayman/AI-Bias-Mitigation-Tool

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AI-Bias-Mitigation-Tool

Introduction

This project was undertaken as part of the course ELEN4000A/4011A: Electrical Engineering Design II, one of the two 'capstone' courses in the BSc(Eng) Honours Programme. The design project emphasizes the synthesis of knowledge acquired throughout the degree and vacational work to solve complex engineering problems and effectively communicate findings and their expected impacts socially, economically and environmentally.

Choosing the Topic

I specifically chose the topic "AI for All - Building an Online Platform to Eliminate Bias" due to my keen interest in the overlap of sofware engineering, cyber security, and the ethical dimensions of AI.

The ethical interest was further cultivated through an elective course I took ELEN4019: Ethics, Ideology, and the Social Sciences. This course equipped me with the conceptual tools to identify moral philisophical problems and address them systematically with arguments grounded in ethical theory

Project Achievement

In this project, I successfully designed an online platform aimed at eliminating bias in AI systems. The project has two sides. One, researching, conceptulizing and effectively synthesing what Bias in AI is. Second, the software engineering and cybersecurity knowledge to effectively implement the bias mitigation tool.

By incorporating both technical proficiency and ethical considerations, this project demonstrates a comprehensive approach to addressing one of the most pressing issues in modern AI development: bias and fairness.


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Designed a novel online platform to eliminate AI bias, integrating software engineering, cybersecurity, and machine learning techniques with ethical principles.

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