Shaping What's next

Who I Am

My Story - From Empathy to Impact

started my career in design, and somewhere along the way I realised that every role I’ve taken since — no matter the industry or medium — has been about one thing: creating an experience for an end user. Over the years I’ve worked across Media,Print, Gaming, SaaS, Education, and Physical FMCG products. The formats changed, the tools changed, but one truth stayed consistent: whether it’s a digital interface or a physical product, there’s always a real person on the other side trying to get something done.

That’s where empathy first became my anchor. Users arepeople dealing with real constraints, real frustrations, real goals. And unless you truly understand those problems, you can’t solve them.

Today, that instinct is what drives my work in product management. I still begin with people and their problems, but now I get to scale those insights into strategy, decisions, and outcomes. The medium has evolved, but the core hasn’t: empathize deeply, design responsibly, and build things that genuinely help.

Building Systems that Stick

Over the years, I’ve built data-driven platforms that don’t just solve problems - they create structures that keep solving them. Like a well-woven web, every layer connects user understanding, product logic, and business goals. I thrive at that intersection, moving fast from pain point to solution and embedding impact into the very fabric of the product.

With 14 years shaping AI-enabled, data-driven platforms across fintech and sustainability, I bridge strategy, design, and data to deliver intelligent, scalable products.

Impact, to me, is when a product genuinely helps someone do their job with less stress and more clarity.

Impacts at a Glance

MAS × LSEG

Hired under the MAS × LSEG Sustainable Finance Innovation initiative to drive product innovation in climate and data.

£2.2M multi-year deal and £700K in ARR

3-year licensing agreement with a Stock Exchange (including £700K ARR).

Scaling adoption by 318% YoY

onboarding 900+ corporates into the Susintel ecosystem

Digitised workflows for 1,500+ users

through the DBS GLOW credit-origination redesign.

Drove a 3× rise in Workspace

PM direction Workspace AI

Drove a 3× rise in Climate MAP (on workspace) usage within its first launch quarter.

Led PM direction for NL2Wealth, now being tested by 500+ external pilot users.

From insight to execution, I bring clarity and momentum to every product journey. Turning vision into shipped outcomes that customers love.

Turning Strategy into Tangible Outcomes

Strategic Clarity

Systems Thinking

Data-Driven Storytelling

Leadership

I translate analytics and AI insights into narratives that drive decisions and stakeholder alignment.

I connect business goals, user insights, and data to define clear, measurable product outcomes.

I design and scale secure platforms by understanding the relationships between data, experience, and technology.

Leading with clarity, collaboration, and a bias for execution.

Driving Alignment Across Teams

Data science

Define success metrics, validate model outcomes, and translate insights into product-ready features that add measurable user value.

Engineers

Align on technical feasibility, manage trade-offs, and drive delivery through clear priorities and structured sprint execution.

Designers

Co-create experiences that balance usability, data clarity, and system performance across modules.

Subject Matter Experts

Collaborate to shape product accuracy and credibility through deep domain validation.

Data Architects

Partner to design scalable data systems and ensure clean integration between reporting, analytics, and platform logic.

Sales Teams

Bridge customer feedback and business goals, ensuring every feature supports growth and adoption.

Partnering with Global Clients

Work closely with leading multinational clients to define product strategy to align with their business goals

Certified across disciplines that help me connect dots faster, ask smarter questions, and engage expert users with confidence and clarity.

Certifications

CFA ESG Investing

CSPO

Designing Strategy

Leading complex projects

IDEO U- Designing Strategy (2022)

Diving deep into Sustainable Finance (2023)

Certified Scrum Product Owner (2024)

IDEO-Leading complex projects (2022)

Trusted by Leading Global Brands

I’ve had the privilege of building and scaling products with some of the world’s most trusted organizations - from global exchanges to design-led enterprises.

Companies I have worked with

Organisations I’ve Partnered With (Strategic collaborations through LSEG)

Testimonials

Julien Blanc (Head of Climate Solutions, LSEG)

Mini demonstrated a strong sense of Partnership, particularly through her efforts to structure and guide our team sessions. Her approach created an environment where everyone felt included and able to contribute meaningfully. Her Integrity shone through in her transparent communication and openness to feedback.

Regan Tuck (Director of Engineering, LSEG)

You've dug into the problems, asked the relevant questions and made sure that you have a firm understanding of the problem before taking action. This is a great approach and ensures that the products we build are well thought out and meet the customers need.

Daniel Lewington (Director of Innovation, LSEG)

Mini has been instrumental in ensuring that Sus Intel has delivered against its responsibilities to Bursa Malaysia wearing many 'hats' - Product Manager, UX Designer and Business Development.

Joe Whyte (Product lead, LSEG)

Mini a good product manager is her understanding of UX and the deep interest in solving the customer problem and always putting that first which comes from her UX background. Mini should play to her stronger strengths and her years as a UX designer are what makes her standout as a product manager.