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kchalk

A work in progress

About Me

Researcher, machine learning engineer, NLP specialist, woman in tech

Hello! I am Kendra Chalkley. I am a linguist, a computer scientist, and a nerd.


I prefer syntax and morphology over phonetics, machine learning over dev ops, and data over guesswork. I think best about the big picture -- designing ontologies, debating deep learning architectures, making sure my properties in Monopoly are evenly distributed across the board (rather than min/max-ing their hotel distribution). 

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One of my strongest motivations is to be understood. I instinctively put a lot of effort into communication and strongly appreciate walking through the pros and cons of every solution, just to make sure everyone understands the full breadth of options. For any major purchase, like new headphones, I require a spreadsheet to fully organize my thoughts. That said, once the approach is decided, I work quickly and have surprised many by finishing tasks much sooner than expected. 

I want to improve the world. I would prefer to do that by advancing the ability of machines (and researchers!) to understand natural language, but if other opportunities come up (DE&I taskforces, climate change initiatives, ...), I'll take the opportunities provided. 

Speaking of opportunities, you can reach me via the "get in touch" buttons throughout this site, by email, or through a variety of other platforms. I use kchalk as my web handle where I can, and kd.chalkley in the few places where I cannot.

Professional History

My Experience

Jan 2023 - October 2024

Lead Machine Learning Engineer, Senior Applied Scientist - Relativity

Fall 2021 - Winter 2022

Senior Machine Learning Engineer - SGS

Spring 2020 - Fall 2021

Machine Learning Engineer/Researcher and Computational Linguist - Comcast

All my life

Academic

  • BA linguistics

  • MS Computer Science

  • Affinity for the big picture

  • Living the life of mind

But who am I?

Values

Mental health work I'm doing right now focuses on defining identity through values. As a first draft, I can say that I value the following:

  • Honesty and transparency

    • This means not lying, but it also means not withholding pertinent information. ​

    • I'm a Sagittarius, which means at very least that I have been told since childhood that the biggest flaw of my personality type is bluntness. I guess I understand how it's important to cushion the blow when delivering disappointing information, but otherwise I never really understood this to be a flaw. I won't lie to you, and I may tell you things you don't want to hear.

    • I've tried to be a different person many times over the years. Speaking up less in class, not warning people I think are making mistakes, but just letting it go -- I'm really bad at not being me. Whatever you get when we interact, you're safe to assume that whatever I'm communicating is genuine.

  • Craftsmanship​

    • I don't want to do things poorly. Sure the customer doesn't have high standards, sure we have a limited timeframe, but it won't take that much work to do it right, so can we? ​

    • Have you heard the phrase crawl/walk/run? Managers say it when you're asking them to do something well and they want to "crawl before we run". This phrase is the bane of my working life. Let's compromise by walking with good form and make sure we write down what it would take to start running in the backlog so we don't forget where we'd like to go. 

    • Let's plan before we do. Let's brainstorm and get all the possible solutions on the page, and figure out how we can combine the best of everything. Let's design carefully and execute with precision.

  • Flexible thinking

    • Don't start by telling others they are wrong, start by asking them why their perspective is different than yours. You will probably learn something.​

    • I play board games and tabletop RPGs. I'm a theoretical linguist and linguistic machine learning specialist. When I grow up and don't want to make any money any more I'll see about editing fantasy novels for a living. I like thinking in different shapes. It's literally what I do for fun, and it's also the foundation of how I chose my career.

    • Interdisciplinary work is fun because you practice thinking in particular patterns in one discipline, and then look at a new field from that perspective, and whether the pattern fits well or not, the comparison contains insight. 

"All models are wrong, but some are useful"

George Box

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