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Hey! 👋 I'm Tyler Benson

LinkedIn • Resume • Website

I am a Senior at Princeton University pursuing computer science with a focus on statistics and machine learning. While not coding, I enjoy climbing, playing the double bass, surfing, and sleeping.

CURRENTLY

BIO

  • 🧠 Interested in machine learning & AI with experience in LLMs
  • 🖥️ Data Science intern at IBM (Summer 2022 and Summer 2023)
  • 🖥️ One of the core Engineers for Curbside Health (started Aug 2020)
  • 🏆 Member of the champion team in the 2021 ReHack environmental entrepreneurship challenge (story)
  • 📐 Developed a machine learning model to reduce boarding times, in use in 5 hospitals in California (paper)

Github Stats

GitHub Streak

Currently Coding & Listening to:

spotify-github-profile

Tyler Benson's Projects

architecture-scrape icon architecture-scrape

A conglomeration of python scripts to scrape various websites and compile architecture / design studio information

cam-study icon cam-study

Python scripts for model optimization, super learner optimization, model expansion as used in the Curbside Admission Model paper.

chandlers-instagram-bot icon chandlers-instagram-bot

An instagram bot to run the account @chandlers_favorite_album. Posts custom photoshopped photos and tags the relevant users at 10am daily.

climbing-analysis icon climbing-analysis

Social Climbing: Social Climbing: using NLP to characterize climbing culture and history.

detect-gpt icon detect-gpt

A fine-tuning of the detect-gpt architecture for detection of LLM generated text.

predicting-homelessness icon predicting-homelessness

What factors best predict rates of homelessness in U.S. communities? - modern data science analysis into the relationship of market and climate factors to rates of homelessness.

quantum-data-fitting-hhl icon quantum-data-fitting-hhl

A python Qiskit implementation and interactive sandbox of the HHL quantum algorithm and its application to data-fitting.

rl-easy21 icon rl-easy21

Reinforcement Learning as applied to a simplified blackjack game: Easy21

sartorial icon sartorial

Commerce website for Habitat Sartorial, fashion for a cause.

seqspawner icon seqspawner

An object-oriented Python library for simulating biological sequences

shouting icon shouting

Twitter but only yelling -- a full-stack Mongodb, Node.js, Express designed Twitter clone

spacetiger icon spacetiger

Like yelp but for unofficial spaces / study spots around campus.

teaganlamp.com icon teaganlamp.com

This app features a button that controls Teagan's desk lamp. And a leaderboard of who annoys Teagan the most

tybens icon tybens

Config files for my GitHub profile.

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