Author: Dr. Ruwangi Fernando
Dr. Ruwangi Fernando
Role: Founder & Director | AI Scientist
Organization: STEM Sisters
Educational Credentials: PhD in Applied Artificial Intelligence
Awards & Honours: STEM Women Changemaker (Australian Academy of Science), Melbourne Asian Game Changer 2022 (Asia Society), Victorian Multicultural Honour Roll 2023
Subject Expertise: AI-driven Innovation, Ethical AI & Bias Mitigation, STEM Diversity & Inclusion, Workforce Equity, and Socio-technical Systems Design.
Short Bio
Dr. Ruwangi Fernando is an award-winning AI scientist and the Founder of STEM Sisters, an organisation dedicated to empowering women of colour in STEM. With a PhD in Applied AI, she has led high-impact projects spanning traffic optimisation to bias-free recruitment platforms, demonstrating a consistent commitment to using technology as a force for equity. As the 2025 Executive in Residence at Victoria University and a member of several national advisory groups on STEM equity and ethics, Dr. Fernando is a leading voice shaping inclusive and ethical workforce solutions. Her accolades — including the STEM Women Changemaker award from the Australian Academy of Science, the Melbourne Asian Game Changer 2022 award, and induction into the Victorian Multicultural Honour Roll in 2023 — reflect the breadth and significance of her contributions to AI, diversity, and social impact.Extended Bio
Dr. Ruwangi Fernando is an AI scientist who builds systems — and ecosystems — that work for everyone. She is not interested in technology for its own sake; she is interested in what happens when algorithms meet people, and whether the outcomes are fair.She holds a PhD in Applied AI, but her journey is not a straight line from classroom to lab. Born from her own experience navigating STEM as a woman of colour, she founded STEM Sisters to address the systemic barriers that leave talent on the table. The organisation is not a mentorship program in the conventional sense — it is a re-engineering of access, designed to shift the centre of gravity in fields where the default has too often excluded those who do not fit the mould.Her technical work reflects her values. From designing traffic optimisation systems that reduce congestion equitably across neighbourhoods, to building bias-free recruitment platforms that scrub hidden prejudices from hiring pipelines, Dr. Fernando applies rigorous AI methodology to problems with real human stakes. She understands that an algorithm is only as ethical as the data it is fed and the questions it is asked, and she brings a clinician's attention to detail to the governance of socio-technical systems.As the 2025 Executive in Residence at Victoria University, she brings her industry and advocacy experience directly into the academic environment, bridging the gap between cutting-edge AI research and the workforce of the future. Her roles on national advisory groups on STEM equity and ethics allow her to influence policy at scale — not abstractly, but with the grounded perspective of someone who has built systems, founded organisations, and mentored hundreds of women entering fields where they are still the exception.Her awards speak to the intersections she occupies. The STEM Women Changemaker recognition from the Australian Academy of Science honours her scientific contributions. The Melbourne Asian Game Changer 2022 award from Asia Society acknowledges her cultural leadership. The Victorian Multicultural Honour Roll in 2023 places her among those who have shaped the state's diversity landscape. Together, they form a portrait of a leader who refuses to compartmentalise her identities: she is a scientist, a founder, a migrant, a woman of colour, and a changemaker — all in one frame.She writes and speaks for the engineer who wonders if her accent will hold her back, the entrepreneur building an ethical AI startup without a playbook, and the policymaker who knows the status quo is broken but needs the evidence to prove it.Primary Beats
- AI-Driven Innovation & Ethical Systems Design: Applied AI for real-world impact, algorithmic fairness and bias detection, inclusive design methodologies, and the engineering of socio-technical systems that prioritise human welfare alongside performance metrics.
- STEM Diversity & Inclusion: Systemic barriers for women of colour in STEM, intersectional approaches to workforce participation, building organisational cultures that retain underrepresented talent, and the economics of inclusion in innovation sectors.
- Bias-Free Recruitment & Workforce Equity: De-biasing hiring algorithms and HR technology, auditing recruitment pipelines for structural inequities, building fair assessment frameworks, and the ethics of AI in people decisions.
- Policy, Ethics & National Advisory: STEM equity policy development, ethical governance of AI in public and private sectors, translating research into actionable regulation, and the role of advisory bodies in shaping inclusive innovation agendas.