My motivation behind leaving finance, taking a gap year to get technical, and starting grad school.


*Preface: This is my attempt at organizing the thoughts that lead me to make the biggest decision of my life. Like don’t get me wrong — it feels tacky writing that — but this decision resulted in me leaving a successful career to essentially start from scratch. So I do feel this decision deserves that title.

While writing this, I decided that I wanted to be fully transparent about my history, options, and beliefs — resulting in a more honest story than I would typically share. This may come off as philosophical or boastful at times, but I felt that my honesty would be more interesting and (at best) of value to share.

I would appreciate if you approached this with an open mind and an understanding of this context* 🙂

I was 23 years old and nearing the end of my 2-year contract in investment banking. I had options to take a promotion or to recruit for exit opportunities in PE, VC, or corporate finance.

But I knew I needed to change my career — this wasn’t what I wanted.

This wasn’t a decision made out of the blue either. I had mulled over the question of what my ‘next step’ would be for the better part of the prior year — and I had explored most of the natural exit opportunities available to me.

So, following loads of diligence and self-reflection, I ended up taking a gap year to get insanely technical and study machine learning. I wanted to see if I liked it enough and if so, I would prepare for and apply to research-based master’s programs. If not, then I was going to reassess.

More or less, I was going to start from scratch.

I went from this guy…

I went from this guy…

…to pet-sitting in Australia, unemployed, studying math and ML all day.

…to pet-sitting in Australia, unemployed, studying math and ML all day.

I’m writing this in April 2024 — 10 months into my sabbatical$^1$ — and having just finalized my decision to attend UC San Diego for their MSCS program starting this fall.

So, in an attempt to organize my thoughts in a transparent, succinct manner…

This is why I pivoted.


$^1:$ Literally just unemployed.

Banking Wasn’t That Bad

What I Learned About Myself from My First Job

Finance Won’t Cut It

Desire to Become Technical

Industries I Considered