Turn Math Projects Into Network Wins
This conversation was generated using Cook'd AI's career assistant and reviewed by Fallon Han from our editorial team for accuracy.
I'm a fourth-year math major in the US, and I want hedge fund and macro research roles, but my resume is not finance-focused. I have a project bullet about analyzing time series data for a stats class. How do I turn that into a networking story that actually sounds relevant to market research people?
Yes, that is a strong seed for outreach if you frame it as signal discovery, not just a class project.
Try this structure:
1. What data you worked with
2. What pattern or insight you found
3. Why it matters to market research or macro work
4. What skill it shows about how you think
For example, your story could sound like:
"In a statistics project, I worked on time series data to test whether changes in the series were driven more by trend or short-term noise. That pushed me to think about how to separate signal from distraction, which is part of what interests me about market research and macro analysis."
That is much better than saying only "I did a time series project." The goal is to sound like someone who is curious about patterns, not someone trying to force finance jargon onto a math class.
If you want, I can help you turn your exact resume bullet into a 2 sentence networking intro.
That makes sense. My bullet is pretty plain right now: "Built a model to forecast enrollment trends using historical data." How would I make that into a message to a research analyst without sounding fake?
Start with the real work, then connect it to the kind of thinking research analysts use.
You could say:
"I recently worked on a forecasting project where I used historical data to model enrollment trends and compare how different assumptions affected the output. It made me realize I enjoy working with messy data and trying to understand what is driving changes over time, which is why I am reaching out to people in research roles."
Then add a low-pressure bridge:
"I would be interested in hearing how you think about separating durable trends from short-term noise in your own work."
Why this works:
- It is specific without overselling
- It shows process, not just results
- It gives the analyst an easy topic to respond to
If your message is for a first connection request, keep it to 3 to 4 sentences max.
Can you give me a version that sounds more like I know hedge funds and macro research are different, but I am interested in both? I do not want to seem like I am spraying and praying.
Absolutely. You want to show focus without pretending you already know the field deeply.
Try this version:
"I am a fourth-year math student with a strong interest in both hedge fund research and macro-focused analysis. In one of my projects, I built a model to forecast enrollment trends using historical data, which sharpened my interest in identifying patterns, testing assumptions, and distinguishing signal from noise. I am reaching out because your work in research seems like a good fit for the kind of analytical path I am trying to build."
If you want to make it sound even more intentional, add one line that shows you understand the difference:
"I am still learning how the research process differs across investment teams, but I am especially interested in how analysts develop views from data and translate them into decisions."
That tells them you are thoughtful, not random.
What about a follow-up if they do not reply? I never know whether to repeat the same message or change it.
Do not repeat the same message. Add a new angle and make it easy to answer.
A good follow-up is short and specific:
"Hi [Placeholder], just wanted to follow up in case my earlier note got buried. I mentioned a forecasting project I worked on, and I would still value hearing how you think about turning broad data patterns into research insights. If you are open to it, I would be grateful for 10 minutes of advice."
If you want a slightly warmer version, use this:
"Hi [Placeholder], circling back in case this slipped through. I am a math student trying to learn more about research roles, and I would appreciate any perspective you have on how someone with a more academic background can build a credible story for the field."
Best practice:
- Wait about 5 to 7 business days
- Keep follow-up shorter than the first note
- Do not sound annoyed or entitled
The follow-up should make it easier for them to say yes, not pressure them to explain why they ignored you.
Can you help me with an outreach message that uses the project as a conversation starter, but does not sound like a resume dump?
Yes. Use one project detail, one fit statement, and one question.
Here is a clean template:
"Hi [Placeholder], I am a fourth-year math major and have been exploring research roles in both hedge funds and macro-oriented teams. In a recent forecasting project, I worked with historical data to model enrollment trends, which made me more interested in how analysts identify meaningful patterns in noisy data. I would appreciate any advice you have on how someone with a more academic background can present themselves more credibly for research opportunities."
If you want it to feel more like a real conversation starter, use this version:
"Hi [Placeholder], I recently worked on a forecasting project that forced me to think carefully about assumptions and the difference between trend and noise. That experience made me more interested in research roles, especially the kind where analysts build a view from data rather than just report numbers. I would be grateful to hear how you got started and what you look for in candidates with less direct finance experience."
This avoids a resume dump because it does not list classes, grades, software, or every project. It gives them one memorable hook.