Meet Calvin Chin, Managing Partner at E14

Long before Calvin Chin began deploying venture capital into frontier technology startups, he was peeling snow peas and washing dishes in the back of his family’s Chinese restaurant in downtown Detroit. Today, as Managing Partner at E14 Fund, Chin draws a direct line between the quiet discipline of small-business stewardship and the high-stakes world of deep tech investing. In a wide-ranging conversation with Asian Tech Collective, Chin walks us through his kinetic path from Yale indie rocker and Brooklyn math teacher to building startups in China, how E14 Fund operates as an early-stage deep tech firm, and why the most formidable founders possess both a "scientist brain" and a "founder brain." He also candidly reflects on the fine line between conviction and contrarianism, the myth of the anti-portfolio, and why getting back to founders with completed "homework" remains his favorite ritual.

Sam: Where did you grow up, and how did your upbringing shape your early perspective on success?

Calvin: I was born and raised in Southeast Michigan as part of the older Chinese diaspora (I had great grandparents on both sides of my family who were in the US). Our family ran a Chinese restaurant in downtown Detroit — one of those neighborhood institutions that operated for over 50 years. From a young age, my siblings and I worked there: washing dishes, kitchen prep like peeling peapods, folding napkins, bussing tables and eventually waiting tables.

For my parents, work was never just a job. They were small business owners and I saw the satisfaction (and headaches) of building and growing a business that’s always on your mind. I also watched my parents build relationships with suppliers and regular customers over decades, and I learned early that a business isn't just a bunch of transactions. That idea of building something that nourishes and anchors people stuck with me long before I knew what venture investing was.

Sam: Walk us through your trajectory from school to your early career—what was the key turning point that drew you toward technology and investing?

Calvin: I went to Yale and studied American Studies — a typical liberal arts education, not a direct line to tech. But looking back, I learned how to learn and I gravitated towards things in college that were all pretty entrepreneurial: I played in an indie rock band where we handled everything ourselves, from recordings to bookings to merchandise; I was involved in student activism on campus (especially advocating for Asian American Studies).

After graduating, I moved to New York, taught math at a school in Brooklyn for a year, then spent a couple of years in finance. I was in the capital markets and I just never quite fit — it wasn't until a friend told me about her startup and ended up joining where something really clicked. It kinda felt like coming home. Building companies, first in the US and then in China, and later seeing what capital and real partnership could do to enable that building, is what ultimately pulled me toward investing.

Sam: Could you walk us through E14 Fund's origin story within the MIT ecosystem, and explain your core mandate?

Calvin: E14 Fund was built around a simple idea that evolved organically at MIT starting around 2013: spin out a fund with a real, formal partnership with MIT — not just proximity to it — and the community gets the earliest, most trusted, real world commercial feedback and support, while the fund constructs portfolios with exciting frontier, impactful companies that outperform as investments.

We raise outside capital (taking no money from MIT), but instead donate a big part of our carried interest back to the university. Many people assume we can only invest in companies with MIT research or with MIT founders, but we actually don’t have any limitations on who or what we invest in. That said, we are most typically investing at pre-seed and seed in teams with technical founders.

Sam: What specific sectors or technological shifts are you most focused on right now?

Calvin: E14 has always been a deep tech investor — backing deeply technical founders building in domains that require real technical differentiation, not just execution speed. For instance, we have AI and robotics investments that go back seven or eight years.

Right now, we're thinking hard about where an early stage fund of our size can be truly differentiated in AI. Increasingly, we think that's at the two ends of the stack: lower down, in infrastructure (we’ve both spent time in semis), and at the very top, in applications built on deep domain expertise — the kind that comes from being embedded in a research community like ours. Of course, this is all super fluid as everything in early stage tech seems to be flipping on its head every month or two these days!

Sam: What do you look for in a founder?

Calvin: The old VC wisdom is that if you go to market with a hammer, everything will start to look like a nail. Well, in deep tech, and in this cycle, we find that the best deep tech founders tend to have a hammer they’ve been building for many, many years! That hammer is the elusive technical differentiation most companies would dream of, and it’s silly and wasteful to set that aside to try to start with a problem and then backfill with a technology.

So what we are typically screening for then is whether that founder who has demonstrated the capabilities of their “scientist brain” with novel work, usually universal or generalizable (to get breadth of reach) and a host of other priorities that aren’t relevant to a startup, can activate and toggle to a “founder brain” which is pushing for a specific, barely sufficient, repeatable solution. The cool thing is, we usually have months or even years getting to know our founders before a preseed investment opportunity comes up, so we can build a strong sense and recognition of both of those critical brains we’re looking for.

Sam: What has been the steepest learning curve or hardest lesson for you since entering the VC space?

Calvin: I think the hardest lesson has been finding the right balance between pattern-matching and open-mindedness. You want to use what you've learned from founders and startups that worked before, but overfitting to past success can blind you to the next thing — which often looks nothing like the last one.

The other tension is between competitiveness and contrarianism: wanting to win, to chase hot opportunities, versus having the conviction to invest in things nobody else sees yet. Getting comfortable holding both of those tensions, rather than resolving them prematurely, has been a real learning curve for me.

Sam: Looking back, what is one piece of advice or mindset shift you wish you could pass to your younger self?

Calvin: Focus on the investments you make, not the ones you miss. If you're doing well, your deal flow will be strong enough that your "anti-portfolio" — the great companies you passed on — will be genuinely impressive. In and of itself this isn’t a bug; it's almost a feature of being in the right places with the right reputation.

Now you don’t want to miss too many great companies, but what actually matters is pouring yourself into the companies you did back and serving them well. Oh and I guess I’d tell my younger self to keep working hard enough to be in this game long enough to get lucky enough. End of the day, this is a craft and you’re always looking to improve everything you do, but there is a substantial element of luck to being a great VC.

Sam: What's the most Asian thing you do?

Calvin: Ooh, tough one. There are quite a few contenders (some of which I picked up living in China for 10+ years) — I love karaoke, playing mahjong, I’m always talking about food, and my wife and I go for walks and do tai chi in the park, but if I have to pick one: maybe it’s that I love homework. My partner Habib and I derive an unhealthy amount of validation getting back to founders with homework that they’ve asked us to do for them.