Why subscribe?

Thank you for reading Daria’s Drafts. If something here invites a question, a reflection, or a thread worth pulling, hit ‘reply’. You’ll land at the top of my inbox. Occasionally, I co-host salons with friends in San Francisco: a mix of visiting students, past and present colleagues, researchers, classroom teachers, parent friends, founder friends, and childhood friends now scattered across the globe. Their brilliance, wit, and candor fuel many of the ideas I explore in my writing.


Personal meditations:

Initialization

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May 11, 2024
Initialization

In machine learning, initialization sets the starting point for a journey. Weights are initialized from a random distribution, while biases are initialized to zeros or small random values. These initial conditions determine the likelihood of...

Taking the Long Way Home

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April 25, 2024
Taking the Long Way Home

Younger me wanted to fast-forward to the next Good Part, the next milestone. I was too immersed in the busywork of living to realize the stuff in between is the Good Part. All those diversions and winding roads were the story.

Lastingness

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January 22, 2024
Lastingness

Want to become an interesting person? Turn off your phone. Tune into your body. Get out of your head. Get into your hips. Get new shoes. Get outside. Get in shape. Get an edge. Meet your heroes. Fix your posture. Face your fears.


Professional(ish) reflections:

On Moving to New York

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April 13, 2024
On Moving to New York

I lived in New York City for my first job out of school. At the time, New York was a no-brainer: I worked in finance, was ready to grind, hungry to build a career, and half my graduating class seemed to be doing the same.

Workplace Superpowers

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March 15, 2024
Workplace Superpowers

Early in my career, I wish I had spoken up more. There was nothing more disappointing than thinking “I had that data point!” or “I could’ve answered that!” or challenged an opinion and gotten us to a richer discussion.

Wall Street Reflections

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March 1, 2024
Wall Street Reflections

Finance is an industry where you’re perpetually proving yourself: win lead left, beat out other bidders, get the highest valuation for your clients, close the deal. My first day on a live deal, hundreds of emails poured in every hour.


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