"fintech" entries
Is 2016 the year you let robots manage your money?
The O’Reilly Data Show podcast: Vasant Dhar on the race to build “big data machines” in financial investing.
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In this episode of the O’Reilly Data Show, I sat down with Vasant Dhar, a professor at the Stern School of Business and Center for Data Science at NYU, founder of SCT Capital Management, and editor-in-chief of the Big Data Journal (full disclosure: I’m a member of the editorial board). We talked about the early days of AI and data mining, and recent applications of data science to financial investing and other domains.
Dhar’s first steps in applying machine learning to finance
I joke with people, I say, ‘When I first started looking at finance, the only thing I knew was that prices go up and down.’ It was only when I actually went to Morgan Stanley and took time off from academia that I learned about finance and financial markets. … What I really did in that initial experiment is I took all the trades, I appended them with information about the state of the market at the time, and then I cranked it through a genetic algorithm and a tree induction algorithm. … When I took it to the meeting, it generated a lot of really interesting discussion. … Of course, it took several months before we actually finally found the reasons for why I was observing what I was observing.
4 trends in fintech startups
An analysis of fintech competitions shows a focus on data, payments, lending, and small business.
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Fintech hackathons and competitions occur globally. In January 2012, Swift launched the Innotribe Startup Competition as an initiative to bring together disruptive startups and incumbents in financial services. It was one of the first of its kind and has been joined by similar events in subsequent years. Just this year, I counted 18 fintech hackathons and startup competitions — eight of which are happening later this year.
Fintech startups are aiming to disrupt financial institutions with their technology, products, and design. Meanwhile financial institutions focus on secure systems for money transfer, payments, and lending at a global scale. But the two are not necessarily at odds. It’s hard for incumbents to innovate existing businesses in house, and this is where startups thrive: testing new business models and pushing the limits of technology unencumbered by regulations or corporate baggage. Hackathons and startup competitions are where innovative ideas are tested. Read more…
The new fintech: mobile, decentralized, and friction-free
The O'Reilly Radar Podcast: Dele Atanda and Mutaz Qubbaj talk about their startup platforms and the disruption in fintech.
Learn more about Next:Money, O’Reilly’s conference focused on the fundamental transformation taking place in the finance industry.
In this Radar Podcast episode, I chat with Dele Atanda, founder and CEO of Digitteria, about the disruptive state of the financial tech industry, what he thinks is driving that disruption, and why smart data (as opposed to big data) is going to revolutionize finance. I also talk with Mutaz Qubbaj, CEO and co-founder of Squirrel, about about the Squirrel platform, accelerator programs, and how he views the big disruptors in fintech landscape.
We’ve started an investigation — and launched a new summit, Next:Money — here at O’Reilly to look into the disruption happening in the fintech industry, as burgeoning startups create services and products that threaten to disaggregate traditional finance incumbents. I recently had the opportunity to sit down with a number of fintech startup founders and will be featuring several of those conversations in upcoming Radar Podcasts.
Dele Atanda founded Digitteria, a startup developing sustainable identity and personal data management solutions for both consumers and enterprise. I asked him why the time is ripe for disruption — he pointed to the growing complexity of the landscape and compared the current state of the finance industry to the early stages of the Web:
There’s a significant increase in complexity, and in that complexity there’s a much more detailed and rich ecosystem. Banks, it’s difficult for them to be able to tackle all the ends and elements efficiently, so it’s interesting because it’s almost representative of, it’s lacking the evolution of the Web, but it mirrors it in very many ways. Initially, you had these monolithic sort of applications, or browsers, or services that tried to do lots of things, and then we moved into the mobile era where things became much more siloed and application centric, where you did one thing particularly well. That’s inevitably going to happen in the fintech space. They say that the currency of the industrial era was paper, and the currency of the knowledge era is the electron.
Money is primarily electronic now, so it’s inevitable that there’s going to become this confluence between the Web and finance in that regard. I think, of course, because of security, regulatory issues, and the cultural dimension of money, there’s been a lag and resistance. Now that the Web has reached a level of maturity that it can address those issues, I think that’s inevitable.