A mathematician who would rather fix the machine than admire the model. She landed in the CEO's office of Europe's fastest-growing private markets platform after a detour through aerospace, FMCG, and a malaria charity she ran like an operations department.
The job title is "CEO Associate," which sounds like a footnote and behaves like a control room. At Titanbay, the London company trying to drag private markets into something resembling the modern internet, Neha Banerjee works next to the people steering an ecosystem that connects asset managers, distributors, and investors. The platform is plumbing. She is one of the people deciding where the pipes go.
It is an unusual landing spot for someone who, a few years earlier, was deep in a mathematics and statistics degree at the University of Oxford. Most maths graduates chase the model. Banerjee kept choosing the messier thing: the operation, the team, the sector where a decimal point has consequences for a factory floor or a public service.
Before Titanbay there was Newton Europe, the operations consultancy where she spent her time inside the kind of complexity that does not photograph well. Retail. Fast-moving consumer goods. Aerospace. Public services. Local government. The brief, broadly, was to walk into an organisation that knew something was wrong and figure out, with data rather than vibes, what to change and how to make the change stick. She specialised in leading multi-disciplinary teams and shaping data-driven strategies for senior stakeholders who wanted measurable improvements in cost and performance, not a slide deck they would forget by Friday.
That is the through-line, if you want one. Banerjee keeps showing up wherever the system is tangled and the stakes are real. Private markets, her current arena, are famously clubby, slow, and allergic to transparency. Titanbay's whole pitch is to fix that with infrastructure. Putting an operations-trained mathematician in the CEO's orbit is not an accident.
Operations is not glamorous. It is just where the truth lives - in the gap between what an organisation says it does and what it actually does.
Long before any consultancy taught her about org design, Banerjee was building one herself. As President and Sponsorship Officer of Raise Oxford, she took on one of the largest charitable organisations in the city - a student-led movement that is part of a UK-wide network. The unglamorous detail that tells you everything: she did not just fundraise. She structured, recruited, trained, and led a committee of 15 and more than 50 representatives. That is 65-plus people, mostly volunteers, mostly students with exams and existential dread, organised into something that actually shipped.
The number that came out the other end is the headline. Nationally, Raise has raised over £280k for the Against Malaria Foundation across four years, and Banerjee's chapter sat near the centre of that effort during her presidency. The Against Malaria Foundation is one of the most relentlessly evidence-driven charities in the world - the sort that publishes the cost per net and the lives-per-pound. It is a fitting cause for someone who treats outcomes as the only currency that counts.
Run a volunteer organisation of 65 people toward a measurable target and you learn more about operations than most MBAs deliver. Incentives are entirely intrinsic. Authority is borrowed, never given. The work either gets done because people believe in it or it does not get done at all. Banerjee learned to lead in that environment first, and the corporate version came later.
Recruit, train, and trust 65 people toward a number you cannot fake. That is the whole job, everywhere.
The early stops are a who's who of places that test people: internships at EY, Amazon, and Deloitte. Three very different machines - a Big Four professional services firm, the most operationally obsessive company on earth, and another consulting giant. Most people collect one of those and call it a career start. Banerjee collected the set, then chose operations consulting, then chose fintech.
The educational foundation matters here too. She came up through King's College London Mathematics School, a specialist state sixth form created for unusually capable young mathematicians, before Oxford. It is a pipeline designed to find people who think in structures and proofs. The interesting part is what she did with that wiring - she pointed it at organisations and operations rather than at pure abstraction.
Now, at Titanbay, the two halves fuse. The company is co-led at the executive level and spread across London, Dublin, Luxembourg, Switzerland, and Germany, building wealth solutions and fund solutions on a single technology platform. It is the sort of place where the question is rarely "what is the answer" and almost always "how do we make this actually work at scale, across borders, under regulation." That is operations. That is data-driven strategy. That is, conveniently, exactly what she does.
What makes Banerjee worth watching is not a single headline achievement. It is the pattern. Maths brain, operator's instinct, a track record of organising people and outcomes in environments where neither comes easy. She is early in the arc. The interesting chapters are almost certainly ahead.
Across four years of the national Raise network, with her presidency near the centre of the effort.
A committee of 15 plus 50+ representatives, structured, recruited, and trained.
Retail, FMCG, aerospace, public services, and local government.