Skip to content
View hiydavid's full-sized avatar

Block or report hiydavid

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.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

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

Report abuse
hiydavid/README.md

David Huang

Linkedin   GitHub

Experiences:

Databricks, Inc.

  • AI/ML Specialist Solutions Architect, Since Jan 2024

Apex Fintech Solutions LLC, a PEAK6 Company

  • Senior Machine Learning Scientist, Dec 2022 - Jan 2024
  • Machine Learning Scientist, Sep 2021 – Dec 2022

Nike, Inc.

  • Data Scientist, Nov 2018 – Sep 2021

The Vanguard Group, Inc.

  • Research Manager, Oct 2017 – Oct 2018
  • Senior Analyst, Oct 2015 – Oct 2017
  • Analyst, Oct 2011 – Oct 2015

Education:

  • MS, Business Analytics & Data Science, New York University, Mar 2018 – May 2019
  • BS, Finance, Penn State University, Aug 2007 – May 2011

Key Skills:

  • LLM (prompt engineering, RAGs, finetuning)
  • Time series analysis & forecasting
  • Gradient boosting tree models
  • Clustering
  • Imbalanced classification
  • Survival analysis & harzard modeling
  • Model explainability
  • Recommender & ranking models

Pinned Loading

  1. ml-papers ml-papers Public

    A personal ML research paper library

    2

  2. time-series time-series Public

    Example of different time series forecasting models.

    Jupyter Notebook 2

  3. numerai-models numerai-models Public

    Models for Numerai submissions.

    Jupyter Notebook 1

  4. databricks-examples databricks-examples Public

    Jupyter Notebook