Beyond Algorithms: Navigating Diversity, Equity, and Inclusion in the Artificial Intelligence Era
08-07, 16:30–16:55 (US/Eastern), Red Hat (Main 1)

In the changing landscape of the AI era, where algorithms wield unprecedented influence across industries and societies, the imperative for Diversity, Equity, and Inclusion (DEI) becomes ever more pronounced. This talk embarks on a journey to explore the intersection of AI and DEI, delving into the multifaceted dimensions of this critical discourse.

As AI technologies increasingly permeate our daily lives, there is a pressing need to interrogate their impact on marginalized communities and underrepresented groups. We navigate through the complexities of AI bias, shedding light on how inherent biases in training data and algorithmic decision-making processes can perpetuate systemic inequalities and reinforce existing power dynamics.

However, amidst these challenges lie opportunities for transformative change. We uncover innovative approaches and best practices for fostering diversity in AI development teams, promoting equitable access to AI technologies, and centering inclusivity in algorithmic decision-making processes. From community-driven co-design methodologies to algorithmic auditing frameworks, we illuminate the pathways towards building AI systems that reflect the richness of human diversity and advance social justice objectives.

Through a synthesis of theoretical insights, empirical evidence, and real-world case studies, this talk seeks to inspire a paradigm shift in how we conceive and operationalize DEI in the AI era. By harnessing the power of AI as a force for positive social change, we can collectively chart a course towards a more equitable and inclusive future for all.

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Amita Sharma is an accomplished engineering manager at Red Hat, with an impressive 17-year career, including 11 years contributing to the dynamic projects at Red Hat. In her current role, she oversees the management of crucial components in RHOAI (Red Hat OpenShift Artificial Intelligence), focusing on Distributed Workloads and Data Science Pipeline, leading a global team of engineers.
Additionally, Amita takes on the responsibility of the DevOps RHOAI team, ensuring the smooth release of RHOAI. Her leadership reflects a strong commitment to excellence and efficiency.
Beyond her managerial role, Amita is a dedicated contributor to the open-source community. Since 2011, she has made a significant impact on the Fedora Project (https://fedoraproject.org/wiki/User:Amsharma), playing a key role in the Diversity, Equity, & Inclusion Team and serving as the Fedora Diversity Advisor. Amita has represented Fedora at global events such as Flock, FOSSASIA, FOSDEM, DevConf CZ, OSCAL, showcasing her passion for diversity, inclusion, and open-source culture. Amita Sharma is making a lasting impact in her multifaceted contributions to the tech world.

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