Sharad Singh and the trouble with a tidy number

A number can be beautifully presented and still send you in the wrong direction. In June 2026, Sharad Singh returned to a familiar investment measure, the Sharpe ratio, and an awkward feature of its arithmetic. When two funds have the same negative excess return, dividing by a smaller volatility figure produces a more negative score. The steadier fund can appear to come off worse. A neat ranking has quietly become an unreliable guide.

Singh’s essay has a teasing title, “The Sharpe-less-ness,” but its concern is practical. Someone will read that ranking. Someone may use it to choose. The Valuefy co-founder traces the argument to an internal company note from 2012, while explicitly acknowledging an earlier published correction by Craig Israelsen. He explains the circumstances in which a measure needs care rather than claiming to have invented the remedy. Even a formula, apparently, benefits from knowing its place.

It is a revealing entry into a career usually described with institutional nouns: technology, analytics, wealth management. Singh keeps coming back to a smaller unit of work. A person has information in front of them. Can they understand what it means well enough to act?

An apprenticeship in difficult numbers

Singh was born in Lucknow and studied engineering at the city’s Institute of Engineering and Technology. He graduated in electrical engineering in 1999. He began at Infosys that year. After four years there, he went to the Indian Institute of Management Ahmedabad; he attended from 2003 to 2005. A period at Fractal Analytics followed.

The sequence matters because his eventual business needed several kinds of fluency. Software had to be built. Financial calculations had to hold together. A client had to see a reason to change an established way of working. None of those tasks could be completed by waving a degree certificate at a screen, although Singh had accumulated a useful education for attempting them.

In 2006, he co-founded BrainMatics Solutions, working on products and market risk. Entrepreneurship came before the current abundance of startup encouragement. Recalling that decision in 2021, he said his father had been worried, then supportive after hearing his reasoning. Singh also said he would have listened had his father asked him to stop. It is a more interesting account of risk than the usual founder’s declaration of fearlessness: independence with a family conversation still attached.

Excel was already in the room

Valuefy began operating in January 2010. Singh and co-founder Vivek Singal had worked together at Fractal, bringing an analytics background to the business of understanding investment portfolios. In the early division of responsibilities, Singh concentrated on product concepts and capital-market opportunities; Singal worked on business development and routes to market. The partnership put the product question and the customer question next to each other.

The original proposition was narrower than today’s wealth platform. Fund managers needed to understand performance: what had happened, what had driven it, and what that implied for the portfolio. By 2016, Singal described a company helping manage more than $100 billion in funds. That was his description of the platform’s institutional reach at the time, rather than money belonging to either founder.

Yet the obstacle was often a comfortable habit. Singal described clients who were accustomed to managing reports in Excel. Replacing that routine required persuasion as well as calculation. A fund manager could agree that a new tool was capable and still prefer the spreadsheet already open on the desk. Familiar software enjoys a formidable advantage: it has survived yesterday.

The business also demanded patience. Singal called the journey slow and profitable, and described a move from a hosted product to a software-as-a-service model. His comments offer a useful counterweight to the launch-day version of entrepreneurship. Building something worth keeping can involve years of explaining why it deserves a place in someone else’s working day.

A family portfolio becomes a product question

In July 2015, the institutional problem came home. Singh later wrote about a discussion with his father over the older man’s investments. Looking through the details, he found unsuitable products, a large collection of funds and too little periodic review. The discovery helped push forward a retail investment idea he had been considering. Working in financial technology had not made his own family immune to a confusing portfolio.

His launch account is unusually precise about the next milestone. On 22 January 2016, at 10:25 p.m., the team sent its announcement email: Invezta was live. He wrote that people began transacting within twelve hours. The first stretch involved fixing features, adding others and assembling support. The public arrival of the product was also the beginning of a less ceremonial workload.

Invezta offered access to direct mutual fund schemes with a flat-fee model. Contemporary coverage recorded monthly prices of ₹79 for transactions and ₹109 for transactions with advice. Those were the early terms, useful for understanding the proposition as it launched. They put a concrete price beside the idea of making analytics available to an individual investor.

The connection to Valuefy was explicit. Singh described taking analytics already used by institutional investors and bringing them to retail users. Portfolio construction, tracking and review could travel beyond the professional desk. The family episode gave the ambition a recognizable setting: someone could own plenty of investments and still need help seeing the whole picture.

The price of advice, and the work behind it

Singh’s argument about cost left room for the cost of someone’s time. In 2017, discussing direct plans, he distinguished investors able to handle the work themselves from the larger group who needed advice alongside their investments. Cheaper access did not remove the need to think carefully. It changed how the service might be delivered and paid for.

A 2016 description of Invezta included a particularly concrete promise. When recommended schemes underperformed their category average over the specified one-year comparison period, the platform would credit another quarter of advisory service. The reimbursement was a service credit. The detail matters because it puts the business’s promise in operational terms: what would actually happen when a result disappointed a customer?

By 2018, Singh was discussing the population whose smaller investment amounts left it poorly served by established advisory channels. He described word-of-mouth growth as a rewarding response. His interest extended to people for whom conventional service was difficult to obtain at a workable price. Distribution, price and convenience belonged in the same conversation as the analytics.

The founder who notices the padding

The public recollections around Singh contain a smaller, useful detail. Pranav Date, a colleague, remembered meeting him through a personal-finance Facebook group, asking about a quality analyst vacancy, and being offered a different opportunity. Coffee became a career conversation. Date described a subsequent move into product management and remembered Singh’s attention to the bottom padding in a design.

It is a warm recollection, and the detail is persuasive precisely because it is so small. Bottom padding rarely survives into an executive biography. It does survive in the memory of the person asked to adjust it.

In 2015, Asha Chaudhry described Singh as modest and a quiet contributor who sent suggestions and wanted to help. Away from work, he has spoken about reading engineering and design material for pleasure, and about returning to club cricket after playing through university. The interests fit a person who enjoys learning how things work and then joining in.

A human still takes the call

By 2022, Singh described Valuefy’s evolution from an analytics provider for Indian fund managers into an international wealth management platform. Its remit had widened from examining a portfolio to helping institutions run the surrounding work. The current company leadership page lists him as Founder and Srutaban Mukhopadhyay as CEO. Co-founder and former CEO is the distinction that now belongs in Singh’s biography.

His recent writing remains close to the product. In a May 2026 essay about a synthetic CIO, he considers what happens between an investment committee settling on a view and a relationship manager explaining it to a client. Different advisers can interpret the same position differently. He argues for software that connects the institution’s view with the client’s holdings and agreed constraints before the conversation begins.

That is his proposed use for integrated AI: preparation grounded in the actual account and the firm’s rules. It is an argument about what an adviser needs to know in time to be useful. The technological ambition is substantial, but the point of arrival is familiar. A client asks a question. Another person needs to answer responsibly.

“I still let a human manage my own money and pay for advice.”Sharad Singh, in a public post about wealth management and AI

His own choice gives that argument a pleasingly ordinary dimension. Singh has said he pays a human adviser because managing money properly is a job in itself and he already has one. The person building tools for wealth professionals is willing to employ one. Some forms of product research are rather close to home.

He has also written about Valuefy’s beginnings in a small Borivali shop and what makes a bank trust a software partner over years. Reliability, experienced people and processes figure in that account. Read alongside the essay on misleading fund scores, it suggests a consistent concern: the work must deserve the confidence placed in it. A tidy number can open the conversation. Singh’s career has been spent on what should happen next.