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RoryQo/README.md

I’m a Master’s student in Quantitative Economics at the University of Pittsburgh, where I also earned my Bachelor’s in Economics and Statistics. You can learn more about my work in my university bio linked below.

University Bio

I am primarily interested in building and applying tools for computational methods and econometric modeling, and I am strongly interested in integrating AI and machine learning into economic research. My work spans areas like natural language processing, forecasting, and applied time series analysis, with an emphasis on real-world macroeconomic and policy challenges. You can explore examples of this work in the pinned repositories below.

Fun fact: Sharks have existed longer than trees and have survived five mass extinction events!

Technical Skills

Python R SQL HTML

Statistical Techniques

Bayesian Regression Time Series Analysis Stochastic Processes Machine Learning

Ashutosh's github activity graph

Current & Recent Projects

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  1. Public-Sector-Data-Demand_Research-Framework-For-Market-Analysis-And-Classification Public-Sector-Data-Demand_Research-Framework-For-Market-Analysis-And-Classification Public

    Flexible framework for identifying third-party data demand in public sector job postings, combining automated data scraping, weakly supervised labeling, structured feature engineering, and NLP, Int…

    Jupyter Notebook 1

  2. PGH-Neighborhood-Parcel-Price-Research PGH-Neighborhood-Parcel-Price-Research Public

    Models parcel prices across Pittsburgh to isolate the effect of location by controlling for parcel characteristics. Uses WLS regression and ANCOVA to estimate adjusted prices, then links price vari…

    Jupyter Notebook 1

  3. Age-Correlation-in-Married-Couples-Bayesian-Analysis-Challenge Age-Correlation-in-Married-Couples-Bayesian-Analysis-Challenge Public

    Using age data from 100 sampled U.S. married couples, hypothesize a semiconjugate prior, generate a predictive data set to confirm the hypothesis, and use Markov Chain Monte Carlo (MCMC) approximat…

    R 7

  4. FlexCPI-Inflation-Analysis-Package FlexCPI-Inflation-Analysis-Package Public

    Python package for building and analyzing custom Consumer Price Indexes (CPI). FlexCPI lets users define their own consumption baskets and compute and forecast inflation measures tailored to specif…

    Python

  5. Corporate-Fatigue-Risk-Modeling Corporate-Fatigue-Risk-Modeling Public

    Machine learning project that analyzes and predicts workplace stress and burnout risk using real-world data. It compares multiple algorithms to identify key drivers of fatigue and includes a policy…

    Jupyter Notebook 2

  6. Research-Reproduction_Causal-Effect-of-Government-Transfers-and-Government-Support Research-Reproduction_Causal-Effect-of-Government-Transfers-and-Government-Support Public

    This repository reproduces the analysis from Government Transfers and Political Support by Manacorda, et al. (2011), using regression discontinuity (Difference-in-Differences) to explore the impact…

    R 5