Popular repositories Loading

1. covid-19-augmented-prediction covid-19-augmented-prediction Public

   This project builds a COVID-19 case prediction model using multivariate features, improving accuracy over a strong autoregressive baseline and analyzing how each feature correlates with case trends…

   Jupyter Notebook

2. electricity-consumption-interpretability-to-prediction electricity-consumption-interpretability-to-prediction Public

   This project examines how weather and seasonal factors shape U.S. electricity consumption using parametric GLMs and nonparametric Random Forest. It then incorporates state and lag features to build…

   Jupyter Notebook

3. ev-policy-casual-impact-psm ev-policy-casual-impact-psm Public

   This project estimates the causal impact of U.S. state EV supportive policies on Electric Vehicle registration growth using Propensity Score Matching (PSM). By controlling for key confounders, it p…

   Jupyter Notebook

4. early-default-detection early-default-detection Public

   This project builds an early stage credit default detection model using only application data, intended to serve as a fast prescreening filter before any extra document submission, external bureau …

   Jupyter Notebook

5. video-summarization-for-information-dense-content video-summarization-for-information-dense-content Public

   Overview of a multimodal video summarization pipeline for information-dense content developed during a contract project at webAI (Open Project - UC Berkeley).

6. retention-improvement-case-study retention-improvement-case-study Public

   Data-driven cohort experiment evaluating how content updates and push notification timing influence early retention and daily active users in an AI powered dating app, supported by hypothesis valid…