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kcelebi/README.md

Hi, I'm Kaya! ๐Ÿ‘‹

I'm a Wealth Management Technology Analyst at Morgan Stanley. I recently graduated from Duke University with a B.S in Computer Science and Statistical Science. I was a REU research student in Columbia University's EE department in the WiMNet Lab as well as a research intern in Duke ECE's lab.

I love tinkering with idea/concepts related to my professional field (machine learning, finance, time-series analysis), but also others that are completely unrelated (RISC-V, airline pricing, computational linguistics, cartography, etc). Feel free to explore my past and ongoing projects!

Ongoing Projects - celebi-pkg ๐Ÿ—บ

Here are a list of ongoing projects that will be updated frequently on GitHub.

Cellular Automata & Machine Learning (Documentation)

Using reinforcement learning and discrete mathematics to find new/unique structures for different Cellular Automata rulesets.

DJI-VXX ๐Ÿ“ˆ

A regression model that can predict the Dow Jones Industrial Average and the Volatility Index based on Wall Street Journal news headlines. Check out the updates here

riscv-assembler Python Package (Documentation) โš™๏ธ

This is a Python package that is currently available to use. The package provides tools for converting RISC-V Assembly to machine code. It has some useful tools such as converting whole files into machine code as well as analyzing individual instructions. While a version is currently up and running on PyPi, I continue to update it and add more features. Check it out and let me know how it works and if it needs something extra!

Google Flight Analysis (Documentation)๐Ÿ›ฉ

This project provides tools and models for users to analyze, forecast, and collect data regarding flights and prices. There are currently many features in initial stages and in development. The current features (as of 8/29/22) are:

  • Scraping tools for Google Flights
  • Base analytical tools/methods for price forecasting/summary
  • Models to demonstrate ML techniques on forecasting
  • API for access to previously collected data

Check out the updates here

Pinned Loading

  1. celebi-pkg/riscv-assembler celebi-pkg/riscv-assembler Public

    RISC-V Assembly code assembler package for Python.

    Assembly 16 9

  2. celebi-pkg/flight-analysis celebi-pkg/flight-analysis Public

    Python package to scrape flight data from Google Flights and analyzes prices. Can determine optimal flight from date, place, and price

    Python 125 37

  3. DJI-VXX DJI-VXX Public

    Prediction Data on DJI/VXX

    Jupyter Notebook 3

  4. cellular-automata cellular-automata Public

    Personal Cellular Automata Research with Machine Learning and Demonstrations.

    Jupyter Notebook 5

  5. euro-football-officials-ML euro-football-officials-ML Public

    Using football/soccer match data to determine how influential match officials' decisions are on an outcome.

    Jupyter Notebook 3

  6. EigenFace EigenFace Public

    Recreation of famous EigenFace Computer Vision problem

    Jupyter Notebook 3