Carmen Ng

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Hong Kong native based in Europe, with international, cross-sector experience in AI ethics research, journalism, and climate technology. Blending policy acumen, cross-disciplinary knowledge and computational skills in fostering intercultural fairness in AI development.

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AI policy & ethics researcher | Senior tech comms lead | Former breaking news journalist

Bridging inclusive AI development across Asia and the West

Email / Twitter / LinkedIn / Google Scholar


I bring a unique mix of expertise in AI research (Center for AI & Digital Policy, ODI, MIT), thought leadership communications specialised in AI and decarbonization technologies in infrastructure and industry (Siemens), and breaking news journalism (Reuters). With over a decade of cross-disciplinary experience in Europe and Asia, I work effectively across domains to:

I also host learning workshops on AI risks and governance (in Chinese & English) for corporate teams, public education, intercultural development. I tailor the materials to suit the specific audience, cultural language and sector domains (energy, smart cities, media). Feel free to connect for inquiries ๐Ÿ™Œ


Highlights:

๐Ÿ‘ฉ๐Ÿผโ€๐Ÿ’ป AI Governance & Ethics Research

Produced academic, non-profit, and industry outputs that bridge technical, regulatory, and ethical aspects of AI, building on my data science training and industry knowledge of AIโ€™s upstream and downstream risks in applied contexts.

๐Ÿ“ฑ AI and Climate Technology Communications

๐ŸŽฅ Journalism

๐ŸŒ Intercultural social innovation


๐Ÿ’ผ Professional Experience

AI Policy Research Group Member
Center for AI & Digital Policy ๐Ÿ“… (2024 - Present)

Senior Communications Manager, External Partnership & Engagement
Siemens, Germany
๐Ÿ“… (2020 - Present)
I lead strategic efforts to communicate Siemensโ€™ financing for transformative technologies through:

๐Ÿ“… (2014 - 2020) Led communications strategy and content creation over the course of 25+ technology projects in former Siemens roles, including: Communications Manager for Smart Cities, Communications Manager for Digital Content Creation

Community Editor & Multimedia Producer
Reuters News, Hong Kong
๐Ÿ“… (2010 - 2014)

Freelance Journalist / Stringer / Co-Producer
The Wall Street Journal Asia, The Straits Times, CNN, Al-Jazeera English, SBS Australia
๐Ÿ“… (2009 - 2010)


๐Ÿ… Certification

Certified Data Ethics Professional & Facilitator, Open Data Institute, 2022


๐Ÿ›  Skills

Core skills Description
AI & Machine Learning Proficient in ML algorithms and model building (PCA, feature selection, dimension reduction, fitting, model auditing, and ethical review).
ย  Familiar with algorithms: regression, decision trees, random forests, K-means, KNNs, CNNs, GANs, etc.
ย  Knowledge of AI fairness techniques: de-biasing methods (randomization, counterfactual explanation), benchmarking challenges (LLMs bias).
Programming & Data Analysis Foundational to intermediate Python (PyTorch, NumPy, Pandas, scikit-learn) and R.
ย  Textual and sentiment analysis, data visualization.
Journalism & Media Production Content creation and multimedia production for global media outlets.
ย  News writing, fact-checking, filming, and non-linear editing.

๐Ÿ“š Publication & AI Research

Contributor & Research Group Member:
Center for AI and Digital Policy (2024)

Co-Author:
MIT Science Policy Review (2022)

Research Sprint Fellow:
Berkman Klein Center for Internet & Society, Harvard University (2021)


๐ŸŽ“ Education

M. Sc. in Politics & Technology (ongoing)
Technical University of Munich
Thesis: responsible AI and the cross-cultural alignment challenges of LLMs in robots.

Highlights:

Bachelor in Journalism, International Relations
The University of Hong Kong
The University of Maryland, College Park, US (exchange program)