Aarushi Singh

I think what has made me successful is my curiosity, especially when it comes to software. There are often many different ways to approach a problem, and I enjoy exploring those approaches and figuring out which one works best. That mindset has helped me grow quickly and stay engaged with what I’m building. It is also especially valuable when I run into blockers. When something is not working, curiosity pushes me to understand why, whether that means digging into the code, questioning assumptions, or trying a new approach. That helps me move forward instead of getting stuck. More broadly, it keeps me from plateauing because I am always thinking about what I can learn next or how I can improve. There is a quote about curiosity that I really like, about how curiosity drives exploration and satisfaction comes from understanding, and I think that captures how I approach my work.

One of the most valuable pieces of career advice I’ve received came from my fourth-grade teacher. I remember a situation where someone on our team made a mistake on a group project, and everyone immediately focused on what went wrong and who was responsible. She stepped in and reminded us that instead of placing blame, we should be focusing on how to fix the problem. That lesson has stayed with me over time and has become especially relevant in collaborative and professional settings. In team environments, challenges and mistakes are inevitable, but what truly matters is how quickly and effectively a team can move toward a solution. Focusing on problem-solving rather than blame not only leads to better outcomes, but also builds trust, accountability, and stronger working relationships. I’ve found this mindset to be essential for long-term career success, particularly in fast-paced and collaborative fields like technology and finance.

I would say not to let fear or inexperience hold you back. Everyone starts as a beginner, and it’s okay not to know everything at the start. It can definitely feel intimidating, especially when you are the only woman in the room. I’ve been in those situations, and I understand how challenging that can be. But even if you don’t immediately see yourself reflected in others around you, they were once beginners too, and most people are willing to help and support you as you learn. I also think it’s important to not let failure discourage you. It’s a natural part of the process, and growth comes from working through those moments rather than avoiding them. As you gain more experience, you also have the opportunity to support and mentor other women entering the field, which helps create a more inclusive environment over time.

I think one of the biggest opportunities right now is the increasing amount of data available in financial markets and the ability to actually use it effectively. With alternative data, real-time feeds, and improvements in infrastructure, there’s a lot of potential to build more predictive and adaptive models. But that also creates a challenge, which is filtering signal from noise and making sure models are robust rather than just overfit to large datasets.

Another challenge is how quickly the market is evolving. Things like the rise of retail participation, zero-day options, and changes in market microstructure mean that strategies that worked even a few years ago may not work the same way today. So there’s a constant need to adapt and rethink assumptions.

From a technical perspective, there’s also a big opportunity at the intersection of software and quant. Being able to not only develop models but also build scalable, low-latency systems to deploy them is becoming increasingly important. I think people who can bridge that gap are in a strong position right now.

I think honesty is one of the most important values in both professional and personal settings. When people are honest, it builds trust and creates a more transparent environment where communication is clear and efficient. I try to hold myself to that standard, as I’ve found that honesty helps avoid unnecessary confusion or misalignment. In a work setting, being upfront about challenges or mistakes allows teams to address issues more quickly and move forward with solutions, rather than spending time trying to understand what went wrong. Whether working with colleagues, friends, or peers, honesty fosters stronger relationships and ultimately leads to more effective collaboration and better outcomes.