Applying ideas from robotics to hedge funds

A series of photos of Anthony Rossi and Duanyi Wei working on Lyapunov Technologies.

Anthony Rossi and Duanyi Wei, two University of Delaware graduate students, were working side-by-side in a robotics lab when the idea that led to Lyapunov Technologies first emerged.

“We were both interested in the mathematical framework – tools and analysis – and finding out how it applies to a wide range of applications beyond mechanical engineering,” Rossi said. “We thought, ‘Why shouldn’t we apply these tools in a financial direction?’”

The pair decided to explore how their robotics background might apply to hedge fund management. Their unique algorithmic approach uses a reliable systematic decision making process which helps manage trading risk commonly seen in the hedge fund world.

“In robotics there are a lot of tools to guide the robot through uncertain environments, which parallel what happens in financial markets,” Wei said. “We just needed to come up with a framework that can reliably guide a hedge fund through uncertainty and disruptions in the market.”

Rossi and Wei realized that their engineering skills would only take them so far in the process of creating an algorithm for investing. With the goal of increasing their industry knowledge, Rossi chose to pursue a UD Lerner MBA and Wei audited several business courses. They also began using the resources at the Horn Entrepreneurship Venture Development Center, and joined the Summer Founders program. What started as an idea in the robotics lab began to take shape as a business. The pair incorporated Lyapunov Technologies in the summer of 2017.

With their company newly incorporated, Rossi and Wei still needed the skills and opportunity to effectively present their transformational approach to professionals. They applied to five startup pitch competitions and were finalists in four of them. One of the most impactful of these competitions was the Southeastern Hedge Fund Competition.

To compete in the Southeastern Hedge Fund Competition, Rossi and Wei worked with professor of finance Richard Jakotowicz as their advisor. He served as a helpful resource for professional investment knowledge – sharing pointers on presentation strategy and backtest charts – ultimately helping the team to develop their application. Lyapunov Technologies was one of five teams to head into the finals.

At the final competition in Atlanta, Georgia, the Lyapunov Technologies algorithm stood out from the competition as the only one that was highly technical, based in a quantitative approach. Beating out teams from MIT, Duke and other top business programs, Rossi and Wei left the competition with a third place win and important industry contacts.

“Atlanta is a huge hub for the financial industry,” Wei said. “We were able to make a lot of connections there. Some of the folks we met through the Southeastern Hedge Fund Competition had a great impact on shaping our business.”

“The competitions that we did gave us more validity,” Rossi added. “Doing so well in the competition told the industry that our technology is tested and approved, which allows us to grow our business and attract more customers.”

Both Rossi and Wei graduated in December 2018 and will be pursuing the business full-time. The pair credits much of their success to what they called a “super interdisciplinary collaboration” between the College of Engineering, the Lerner College and Horn Entrepreneurship.

Lyapunov Technologies has already begun doing proprietary trading for several firms that they met during the Southeastern Hedge Fund Competition. Rossi and Wei also said that their decision making process for hedge funds could be altered and applied in other areas. They are now seeking new partnerships in banking and the credit card industry, where the similar decision-making process exist. They are also developing new iterations of the technology to give these parties new insights. Lyapunov Technologies is now headquartered in Wilmington, Delaware at 1313 Innovation, a co-working space founded by UD alumnus Paul McConnell and is working on their next big idea.

Recent News

UD SYLP Camp Builds Leadership Through Economics

This article was written by Kim Asarta. Before arriving at the University of Delaware for the Siegfried Youth Leadership Program (SYLP) Economics Camp, Joseph Bratteson hoped to better understand economics, leadership and himself. Bratteson was one of many students...

Dan Alia Named 2026 Study Abroad Faculty Director of the Year

Lerner College Visiting Instructor Dan Alia recently earned the Study Abroad Faculty Director of the Year for Winter 2026 from the University of Delaware’s Center for Global Programs & Services. Last summer Alia received a call from Suresh Sundaram, a marketing...

Two Lerner College Grad Students Named Fulbright Scholars

story written using portions of this UDaily article Lerner College graduate students Charles Walker and Joseph Mezzatesta are two of nine University of Delaware students who are recent recipients of the 2026-27 U.S. Fulbright Scholarship. Walker, a graduate student...

Lerner Names Leaders for New Academic Structure

With approval from University of Delaware President Laura Carlson and Interim Provost Bill Farquhar, the Alfred Lerner College of Business and Economics has appointed four faculty leaders to guide key departments and the newly established Neil Book School of...

How the 2026 FIFA World Cup Is Bringing People Together

From Scottish supporters in kilts filling New York’s Times Square to Dutch fans in bright orange marching through city streets and international visitors gathering in neighborhood pubs across North America, this summer’s 2026 FIFA World Cup has transformed the United...

Lerner Grad Michael Bennett Explores the World

article written by Diane Stopyra, feature writer and associate editor, UD Magazine He’s come face to face with an African bush elephant in Botswana, feasted (reluctantly) on a slab of reindeer tongue in Sweden, and perched on black volcanic rock at the base of the...