Company Info for theodi.org | IcebreakerMembers
Responsible AI is about putting ethics into practice while empowering diverse groups with informed agency. I translate high-level principles into data- and model-based risk assessments, AI model audits, region-specific policy alignment, and accessible narratives that help people grasp AI’s opportunities—ranging from industry transformation to sustainable development, and challenges—ranging from disinformation to algorithmic bias.
My interdisciplinary experience connects:
– Responsible AI research (MIT Science Policy Review, Open Data Institute-certified)
– AI governance & regulations analysis (Center for AI & Digital Policy, Harvard Berkman Klein Center)
– Technology communications on climate and infrastructure innovation (Siemens)
– Breaking news journalism (Reuters, The Wall Street Journal Asia)
With experience spanning Asia and Europe, I bridge technical AI risks, cross-regional governance frameworks (e.g., EU AI Act, NIST AI RMF, AI policies in China & Japan), thought leadership, and public literacy for companies facing today’s complex geopolitical and technology landscapes.
Currently, my research focuses on AI & LLM alignment across cultures and the socio-ethical implications of AI in policing, social robotics, and public services. In parallel, I work on communicating the role of financing models and AI in sustainable energy technologies.
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Key areas of expertise:
AI Risk & Governance
– Certified Data Ethics Professional (Open Data Institute); evaluated UK predictive policing ML models
– Co-author, peer-reviewed MIT Science Policy Review: Ethical risks & regulatory gaps in biometric AI & emotion recognition across EU, US, China
– Contributor, 2023 AI & Democratic Values Index (CAIDP): Assessed AI policies across 80+ nations
– 2021 Research Sprint Fellow, Harvard Berkman Klein Center for Internet & Society
– M.Sc. from TUM (De-biasing/XAI, responsible LLM applications in robotics)
AI & Tech Thought Leadership
— Drive global smart infrastructure tech communications at Siemens Financial Services
— Lead-write research-driven white papers on sustainable AI and carbon removal tech.
— Co-founded PositiveBlockchain, mapping 1,000+ blockchain use cases for UN Sustainable Development Goals
Bridging AI, Policy & Literacy Education
— Former Reuters and WSJ journalist skilled in policy storytelling
— Fluent in English, Cantonese, Mandarin, intermediate Japanese, basic German
— Deliver AI risk and ethics workshops for corporate teams, engineers, and general public 
Experienced Open Web and Open Source strategist, advocate, and leader with 20+ years in the field. As Co-Chair of the W3C’s Technical Architecture Group and a participant in the OpenSSF, I play a pivotal role in shaping the future of the web platform and overseeing the technical initiatives relating to open source security. I'm driven by a passion for creating an open, private, and inclusive web, championing open source software and standards as essential for innovation, collaboration, and social good. My expertise lies in collaborating with diverse teams, engaging in open source projects, and advocating for ethical technology. 
🤓 As a passionate and results-driven data professional, I thrive at the intersection of analytics, product development, and user impact. With extensive experience as a Senior Data Analyst in leading tech companies, I specialize in transforming data into actionable insights that drive business growth and enhance user experiences.
📊 My expertise spans product analytics, data modeling, A/B testing, tracking plan design, and building data pipelines to ensure accurate and actionable reporting. I take pride in delivering clear executive reports and measurement frameworks that inform strategic decisions.
🚀 Beyond the technical skills, I am passionate about collaborating across teams, bridging gaps between engineering, product, and business to unlock the potential of data. My goal is to contribute to innovative projects that empower businesses and improve user experiences.
🧰 Databricks | Power BI | Looker | Tableau | Snowflake | Amplitude | Python | SQL | Airflow | DBT | AVO | Split | Git | GCP 
