New York University
2020 - 2023
B.A. in Political Science
Product and AI strategy professional with experience driving AI-powered product innovation at the Financial Times, venture analysis at Thunder.vc, and consulting across global media and public sector organizations. Expert in translating AI research into scalable commercial solutions, reducing operational costs, and building data-driven workflows.
Associate Product Manager, Commercial Product
London, UK
May 2025 - Present
financial times·Full-time
- Leading the Creative Intelligence project, transforming ad creatives into a structured first-party data asset to surface sector-level messaging insights, benchmark creative performance, and enable more consultative, insight-led selling across commercial. - Led the design and delivery of an AI-powered greenwashing screening system for FT Advertising, analysing ~2000 creatives per week while flagging <1% for human legal review. Improved screening precision from ~30% to 70% and reduced false positives by 82%, achieving near-perfect recall (≈100%) and materially lowering Legal review workload without missing genuine compliance risks. - Eliminated third-party automation and screenshotting vendors, delivering a ~$2k annual cost saving, reducing vendor dependency and designing an AI system that supports multi-step reasoning and deterministic outputs for safe operation.
Associate Consultant | Artificial Intelligence
London, UK
Jul 2024 - May 2025
ft strategies·Full-time
- Provided advisory services to major global TMT (Telecommunication, Media, Technology) clients supporting publishers to identify, prioritise, and evaluate high-impact AI use cases across editorial workflows, audience engagement, and revenue growth. - Supported experimentation deploying AI across 9 EMEA publishers across Discovery, Experimentation, and Future Planning phases, helping organisations translate product discovery sprints into scalable roadmaps. - Case Studies: Automated Tagging, Editorial AI Playground, Breaking News Alert Bot and AI-Enabled Content Formats. - Built the AI Launchpad partner referral programme from scratch, sourcing and closing 16 vendor partnerships and negotiating a 10% referral fee on client conversions from pilot to paid usage. - Co-authored two flagship FT Strategies industry reports on AI adoption in news media, synthesising cross-publisher insights on ROI, governance, and build-vs-buy decision-making to guide publishers from experimentation to sustainable implementation.
Venture Analyst
New York, NY
Feb 2022 - Aug 2022
thunder.vc·Contract
- Built a tech-enabled investment bank, scaling the platform to host 400+ US investment firms and 1,000+ Seed-Series B companies, by leveraging a proprietary ML algorithm as an early team member. Advised 10+ start-ups on pitch decks, data rooms and raising strategies, ensuring successful raises and strong investor relations. - Drove day-to-day automation, growth and analytics efforts; streamlined repetitive tasks (e.g. targeted emails, user onboarding, VC-founder communication) on HubSpot, leading to a 50% increase in deal processing.
Consulting Intern
London, UK
Oct 2023 - Dec 2023
ft strategies·Internship
- Worked with Google to deliver a digital transformation project for some of the biggest media outlets in Taiwan (1 million+ MAUs) driving data-informed growth initiatives. - Advised senior executives from a number of major newspaper outlets in Taipei on strategic topics identifying critical data lifecycle challenges and learn how to build a data informed business. - Built a specialised AI chatbot translating English to Taiwanese Mandarin writing in tone and style depending on project context.
Project Management Intern
New York, NY
May 2023 - Aug 2023
united nations·Internship
- Developed research-driven organisational methodology for embedding agile culture into project lifecycles, supporting change management efforts and reaching 1,200+ secretariat staff through a series of learning workshops. - Identified bottlenecks in the recruitment process of the department by analysing the recruitment of 300+ positions using SQL.
Consulting Intern
Hong Kong
Jun 2021 - Aug 2021
pricewaterhousecoopers (pwc)·Internship
- Conducted international benchmarking for Asia’s largest land reclamation project, analysing the commercial arrangement, funding model, and economic impact of 15 global case studies, enhancing strategic decision-making. - Built a month-over-month predictive model for a procurement diagnostic project for a major postal client in Hong Kong, examining COVID-19’s impact on its annual airmail volume.