Rotman School of Management

Main Content

MFRM ’18 students tackle real problems in financial risk management

Photo of MFRM students who participated in this year's Industry ProjectsAfter just 10 weeks into their master’s programs at Rotman, Sajani Ravindran (MFRM ’18) and Chrysafis Tsoukalas (MFRM ’18) found themselves dealing with a real financial risk management issue at CIBC.

The bank had introduced a new regulatory compliance management (RCM) library —which is essential for making sure that CIBC is compliant with current regulatory controls and policies — but had concerns about the data.

For eight weeks, Ravindran and Tsoukalas put their Excel and VBA coding skills to good use in testing and validating data contained in the library. By the end of the project, they had developed a risk-scoring methodology that was essential for the platform’s function.

“It was a very rewarding experience, working on a real problem that a bank was facing,” says Tsoukalas.

“There was a personal learning here too,” adds Ravindran. “We put our theoretical knowledge to the test.”

This is just one example of the many types of projects that students take on during the Master of Financial Risk Management (MFRM) program. During these placements, students apply the concepts they learned in the classroom to take on real risk management challenges at various organizations, including the Bank of Canada, BMO, CIBC, Citi, the CPP Investment Board, EY, FIS, Great-West Life Manulife, McKinsey & Company, National Bank, Ontario Teachers’ Pension Plan, OPTrust, Overbond, TD, RBC, PwC and Scotiabank. And through this experience, students learn a lot about themselves too.

Becoming clearer, more confident communicators

In Ravindran’s case, her project experience taught her a lot about communicating clearly.

“From learning how to write a concise, to-the-point email to improving how I construct responses to questions on the spot, I saw an improvement in my communication style,” says Ravindran.

Meanwhile, Tsoukalas noticed a change in his interpersonal interactions. Because he and Ravindran spent much of their placement meeting with members of the bank’s risk management team, senior executives and a third-party consultancy firm that CIBC was working with, Tsoukalas got a lot of experience working with various types of stakeholders.


“It was a very rewarding experience, working on a real problem that a bank was facing.”

-Chrysafis Tsoukalas, MFRM ’18


“I got much better at communicating in English-speaking environments,” says Tsoukalas, who hails from Greece. “Also, I learned about how to get a point across, adapt my way of thinking to someone else’s perspective and work effectively with a team.”

Learning about risk in real life

In addition to refining their communications skills, most students, such as Steve Song (MFRM ’18) and Janice Wang (MFRM ’18), acquired new technical skills and deeper knowledge about risk, thanks to their projects.

Impressively, Song and Wang taught themselves the coding language R Shiny, in order to build a new web application that would support RBC Capital Markets in identifying the most appropriate market shock methodology, based on market conditions. By the end of the project, they had developed a functional web dashboard for the team.


“We learned more about the quantitative side of finance, more than we could have ever learned from just reading a textbook.”

-Steve Song, MFRM ‘18


The MFRM students took a lot away from the experience, too.

“Every day, we got to see how banks handle risk in real life,” says Song. “We learned more about the quantitative side of finance, more than we could have ever learned from just reading a textbook.”

Working in emerging areas of finance

While many MFRM students worked with corporate industry partners, Candy Mu (MFRM ’18) and Sally Xing (MFRM ’18) completed their placements at Overbond, a Fintech startup and primary bond issuance platform.

For their project, the MFRM students worked on developing a successful prototype that would help the growing company generate automated reports, crucial to enhancing Overbond’s work as a bond dealer.


“It was exciting to know that you’re working on something new, something that no one else is doing.”

-Candy Mu, MFRM ’18


For these students, the learning experience was vast and varied.

“We had to teach ourselves VBA so that we could code and debug the program we built. On top of that, we got to see the daily operations of the business and how reports are generated and released to clients,” says Xing. “Eventually, we were even training new interns.”

Working in a start-up environment meant that they were constantly learning about new technologies and thinking about how to use them in their current work.

“At Overbond, they were thinking thoughtfully about machine learning and potential possibilities. As a startup, they were really exploring new territory in finance and innovation” says Mu. “It was exciting to know that you’re working on something new, something that no one else is doing.” 


Written by Rebecca Cheung | More Student Stories »

Your Path to the MFRMExplore, Connect, Apply

speech bubbleConnect with our Recruitment & Admissions Team


start your applicationRegister your interest in the MFRM


DateAttend an admissions event


RRead our blog


-Sign up for program updates by creating an online profile.

Master of Financial Risk Management - click here to learn more
© Rotman School of ManagementAASCB