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NathanPalaiologos/README.md

Hi there! I'm Kaiyan (Nathan) Zhang 👋

Economics + Statistics @ UBC | Research Assistant @ UBC VSE

Status: Actively seeking full-time Data Science / Analytics / Quant internships (Available for up to 16 months).

I spend an unreasonable amount of time bridging the gap between economic theory and statistical reality. My sweet spot is solving real-world business and macro problems using causal inference, time series forecasting, and statistical learning.

What I'm Working On Right Now

  • Forecasting Household Net Savings: A structural modeling project forecasting net savings of households and firms in Canada (STAT 443).
  • The Opportunity Cost of Schooling: Econometrics Game 2026 Preliminary Project.
  • Illumi-naughty: An NTL x Crime econometrics research project utilizing panel Fixed Effects models.
  • Praxis UBC: Ongoing analytical work and collaboration.
  • Continuous Learning: Tackling Honours Intermediate Macroeconomics II, Computational Optimization, Time Series and Forecasting to sharpen my quantitative edge.

Tech Stack & Skills

  • Languages: Python, R, Julia, SQL, MATLAB
  • Machine Learning & Data: NumPy, pandas, scikit-learn, PyTorch, TensorFlow, Tidyverse, OpenCV, GIS
  • Data Visualization: Matplotlib, Plotly, ggplot2, Tableau Public (and occasionally pushing Desmos to its absolute limits)
  • Workflow & Tools: Git/GitHub, Linux, Quarto, GitHub Actions, LaTeX, Advanced Excel
  • Domain Expertise: Causal Inference, Time Series Modeling, Econometrics, Game Theory, A/B Testing Fundamentals

Beyond the Screen

When I'm not wrestling with convergence issues or optimizing queries, I am:

  • Running: Catch me running a morning 10k! Let's connect on Strava.
  • Otaku Life: Playing video games, or defending my (very correct) opinions on manga & anime.
  • Location: UBC Vancouver Campus (practically a permanent fixture 365 days a year).

Let's Connect!


“All models are wrong, but some are useful” -- George E.P. Box

Pinned Loading

  1. ubcecon/comet-open ubcecon/comet-open Public

    Private repo for development

    HTML 2 1

  2. ubcecon/praxis-ubc ubcecon/praxis-ubc Public

    A repository for our large TLEF project

    HTML 3 1

  3. NTL-Crime-FE NTL-Crime-FE Public

    Jupyter Notebook

  4. Irene-Berezin/econ_398_project Irene-Berezin/econ_398_project Public

    le project

    Jupyter Notebook 2

  5. VAR-Inflation-Forecast VAR-Inflation-Forecast Public

    Implementation of VAR-based CPI forecast with rolling-windows RMSE

    Jupyter Notebook

  6. JerroldH/dcpc-friction-dml JerroldH/dcpc-friction-dml Public

    Estimate the causal effect of payment friction on in-person spending.

    Jupyter Notebook 2