Skip to content
View ConstanzaSchibber's full-sized avatar
10 followers · 54 following
  • Washington University in Saint Louis
  • USA
  • LinkedIn in/cschibber

Block or report ConstanzaSchibber

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ConstanzaSchibber/README.md

Hi there 👋

Data Scientist building and evaluating LLM- and agent-based consumer products, from early prototypes to launch decisions that improve model quality, UX, and safety.

Pinned Loading

  1. lipstick_color_extraction lipstick_color_extraction Public

    ML pipeline for extracting and standardizing lip product colors from 9,000+ product images. Hybrid two-stage CV pipeline: ResNet-18 image classifier routes lip product photos to k-means or U-Net se…

    Jupyter Notebook

  2. LipstickByColor/LipstickByColor.github.io LipstickByColor/LipstickByColor.github.io Public

    JavaScript

  3. Generalized-Linear-Models Generalized-Linear-Models Public

    PhD-level labs on GLMs: binomial, multinomial, ordered, and count models, Monte Carlo simulation for predictions, and first differences, implemented in R.

  4. Math-For-SocialScience Math-For-SocialScience Public

    Mathematical foundations for statistical computing: linear algebra, calculus, optimization, and probability, with R applications. PhD-level course material.

    1

  5. Multilevel-Modeling---PhD-Course Multilevel-Modeling---PhD-Course Public

    PhD labs on multilevel modeling: random effects, cross-level interactions, marginal effects via MC simulation, hierarchical logit, and MrP.

  6. capstone_colors capstone_colors Public

    Color-matching makeup shades using k-means clustering and Claude multimodal LLM, evaluated with Delta E / CIELAB. Includes human annotation pipeline and Streamlit app.

    Jupyter Notebook 2