Trusted by 400+ enterprise clients, 10,000+ dealmakers, and over $1 trillion in private capital
gain: prIvate Markets inteLligence (Ai)
At Gain, I worked on next-generation private market intelligence tools used by private equity firms, M&A advisors, and enterprise strategy teams worldwide. My role focused on transforming highly complex financial and operational datasets into intuitive AI-assisted product experiences that improved discovery speed, valuation analysis, and decision confidence.
Working closely with product, engineering, and data teams, I contributed across search, benchmarking, valuation modelling, company intelligence pages, and collaborative research workflows. A major part of the work centred around visualising proprietary datasets and comparable market transactions through scalable interfaces, interactive benchmarking systems, and AI-powered discovery experiences.
The platform enabled deal teams to analyse thousands of companies using metrics including EBITDA, EBIT, free cash flow, invested capital, revenue growth, FTE growth, ownership structures, valuation multiples, and precedent transactions. With dynamic charts, historical valuation models, and contextual benchmarking tools, users could identify patterns, comparable businesses, and market opportunities significantly faster than with traditional research methods.
Alongside the intelligence layer, I worked to improve information hierarchy, search workflows, workspace collaboration, bookmarking systems, and glanceability in highly data-dense environments. The challenge was balancing analytical depth with speed and clarity while supporting research workflows used daily by global investment and advisory teams.
AI-powered private market intelligence for global deal teams
Empowering Innovation: Product Design and Building Design Team Specialist
Leading and Building a diverse and Inclusive design team
As head of design at BUX, I have been end-responsible for numerous products, from paper sketches — to products and redesigns.
To name a few: Two trading apps, BUX Zero and Stryk. A supporting trading web application. A web onboarding flow that made it easier to onboard users via affiliate marketing. The corporate websites + the users support centre. And what our customers don't see despite the significant importance of the tool. The customer support dashboard 'called Bob' for all related questions about buys and sell or any other disorders during trading hours.
All these products need a good user experience to maintain a seamless ecosystem and an overall look and feel. To back up these words, I made an overview for you so you get a better grasp of the work I and the team have created over the last nine years.
PS. Look out for Trixy 🦖 she indicates a before and after slider, which reveals a part of the design process. Enjoy!
UX Case Study: Earning user loyalty in Fintech during a recession
Let me show you how we build a thriving product named; Savings Plan
2 great UX/UI projects led by me and performed by the Design team
#1.
Redesign X
From day one, I have talked with our users from our CFD app. The outcome of the gathered feedback is that the app felt game-like. And for beginners. For us, a challenge, and it took us some time to make the tough decision to revamp the app and swap the almost famous colourful interface for a single tone. I started with performance marketing research on user impact. And I started with a dedicated Product designer proposal with primary goals, maturity, user accessibility and competitor contrast. Check out this Medium article from Paulo Batos for more details about the design process.
#2.
Supporting WebApp
Product & Design research revealed our clients' apparent demand for a web app. Reason enough to create a dedicated team to build it from scratch. The product designer has played a central role, bringing it with the PO from zero to the market. (the web app is currently offline due to a business decision). However, the dedicated Product designer has written his process, which is an excellent read on Medium.
