About
I'm an Associate Consultant at Bain & Company. I have strong academic and sporting related achievements, most notably being selected for Great Britain in target rifle shooting and powerlifting.
I'm originally from Hong Kong, so am able to speak fluent English, conversational Cantonese & Mandarin.
I'd love to connect with people from all walks of life, so please don't hesitate to send me a message!

Resume
Education
MEng (Hons) Electronic & Information Engineering
2018 - 2022
Imperial College London
- Obtained a 1st class degree (equivalent to a 4.0 GPA).
- Dissertation title: 'Design, Implementation and Comparative Evaluation of Two Skincare Product Recommender Systems'.
- Awarded the Imperial College Alumni Association of Hong Kong Scholarship.
- Awarded the IET Diamond Jubilee Scholarship supported by the Royal Commission for the Exhibition of 1851.
International Baccalaureate Diploma
2013 - 2018
Sevenoaks School, Sevenoaks, UK
- Achieved the IB Diploma award, 42/45 points (Top 5% globally). Obtained an A in Extended Essay in Mathematics. GCSEs: 11 A*s, 1 A.
- Elected Chair of the Sixth Form Committee, Vice Captain of the rifle club, Senior Player of the Year 2018, Leader of Pride Society.
- Attained the Diamond, Gold, Silver and Bronze Duke of Edinburgh’s Awards.
- Awarded the Gandon Science/Technology Prize - prize for the highest grade in the technology department.
Professional Experience
Associate Consultant
January 2023 - present
Bain & Company, London, UK
- Worked on cross-functional transformation and growth strategy projects across financial services and infrastructure sectors, driving measurable business outcomes through analytical rigor and stakeholder alignment.
- Selected project experience:
- Drove business transformation initiative for £6.4bn water infrastructure program, securing C-suite buy-in and £3bn loan approval through rigorous analysis of operational inefficiencies and investment priorities.
- Consolidated fragmented data sources into a master project dashboard in Excel, improving visibility on project execution, enabling informed investment decisions for the next Asset Management Period (AMP).
- Led cross-functional workshops across multiple business units, translating strategic discussions into actionable growth initiatives and investment priorities that drove targeted infrastructure improvements.
- Created a framework to prioritize critical infrastructure investments leveraging insights from project managers and engineers to enable data-driven decisions on projects impacting 16m customers.
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Managed a €100M cybersecurity transformation program for a major oil & gas firm supplying 1/3rd of Europe’s natural gas, enhancing 27 initiatives and 116 capabilities to achieve industry-standard cybersecurity maturity overall.
- Designed and implemented a comprehensive tracking and reporting system in Excel, integrating complex technical requirements to deliver board-ready maturity reporting across 116 capabilities.
- Validated cybersecurity initiatives, contributing 43% of the phase’s maturity improvement across areas such as IT/OT Vulnerability Management and Cybersecurity Portfolio Management.
- Guided initiative owners on best practices, managing conflicting priorities across multiple stakeholders to optimize strategic execution and deliver measurable improvements.
- Coordinated cross-functional delivery across technical teams and senior management, ensuring alignment between system requirements and business objectives to meet regulatory compliance deadlines.
- Developed commercialization strategies and business cases for generative AI, creating go-to-market materials, internal knowledge repositories, and training resources to boost generative AI adoption at Bain by 20%.
- Created persuasive sector-specific ‘Imagine-if’ use cases to drive internal and client buy-in.
- Captured insights from previous AI projects to build a knowledge base, improving scalability and decision-making for future AI initiatives.
- Conducted deep-dive consumer research and market analysis on plant-based meat and emerging ESG trends, to identify growth opportunities, translating complex data insights into actionable strategic recommendations.
- Developed strategic marketing materials and consumer engagement tools, including interactive personality assessments, to drive research visibility and stakeholder buy-in across consumer-facing sectors.
- Translated complex consumer trend analysis into actionable strategic recommendations for brand growth and market positioning, directly informing go-to-market strategies for consumer-facing sectors.
- Led data analysis for a €30M cost reduction initiative at a PE-backed fund administrator, conducting strategic benchmarking and spend optimization to identify €500K+ in savings through performance and trend analysis.
- Supported Ark Schools on its growth strategy by analyzing demographic trends, funding patterns, and enrollment risks, providing data-backed recommendations on where expansion could have the greatest community impact.
Algorithmic Trading Intern (Industrial Placement)
April - October 2021
Morgan Stanley, London, UK
Part of the Low Latency Execution team, responsible for the Smart Order routing system, a liquidity seeking engine which determines the best trading venues to execute orders on.
- Built and optimized liquidity-seeking algorithms using C++, functional programming, and Python for Smart Order Routing across European equity venues, implementing low-latency execution strategies enhancing market efficiency.
- Drove a 15% increase in lit liquidity volume through developing a new strategy across major European venues.
- Implemented a trading strategy that enabled the stabilization of a €1bn IPO, ensuring smooth market entry.
Technology Summer Analyst
June - August 2020
Morgan Stanley, Hong Kong
Part of the Electronic Trading Infrastructure team, responsible for building the foundational infrastructure for algorithmic trading.
- Led the integration of trading infrastructure data systems using Java, Python, and SQL, connecting to a high-performance visualization platform as part of the next generation algorithmic trading engine.
- Developed front-end interfaces with HTML/CSS for internal data visualization, enabling technical teams to evaluate system performance and validate platform architecture.
- Implemented an event-driven data streaming solution in Java, leveraging event sourcing and TCP to improve reliability and scalability, presenting technical architecture to senior stakeholders.
Research, Development & Design (RDD) Intern
June - September 2019
Dyson, Malmesbury, UK
- Determined the feasibility of a new imaging technology in the sensors team for an upcoming robotic vacuum, allowing for detection of liquid, preventing robotic vacuums from spreading liquid on surfaces.
- Implemented image processing routines to detect liquid. Presented to the Global Hardware Development Director on project findings, demonstrating to him the feasibility of using a specific imaging sensor type for water detection.
Leadership & Extracurricular Activities
Imperial College London
- Shortlisted for the Asian Women of Achievement Awards in the Sport category (2022).
- Won Imperial College Sportswoman of the Year and Faculty of Engineering Sportsperson of the Year (2020 – 21).
- Elected President for Imperial College Barbell Club, responsible for a 500% increase in budget allocation for 2021, and a membership number increase of over 300%.
- Elected President for Imperial College Women in Computing, founding the undergraduate chapter of the society (2021), running upskilling, outreach workshops, and socials.
- Selected to represent Great Britain in the World Bench Press Championships, ranked 1st female rifle shooter in the UK (2021).