Projects

Worked on multiple large projects as part of a team at Quordata

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Responsible for integration of Botometer API using https requests, pandas, and saving to csvs.
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Built a data workflow for Tweet collection, labeling, processing, and vectorization for use in training ML models.
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Designed and built a Kelly Criterion Monte Carlo simulation which saved hundreds of hours.
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Researched, trained, and integrated a Biterm Topic Model for grouping Tweets and other short texts into auto generated categories.
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Used Tensorflow, NLTK, Numpy, Pandas, Dill, and other libraries.

Coded an infection simulator in python with graphical (ui) mode and non-graphical (optimized run) mode.

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Used pygame for UI, pandas for data analysis, and xlwt for exporting results.
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https://github.com/FedyaS/Estimating-Active-Cases-in-an-Epidemic-Model

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Assembles png or jpg images into a single PDF.
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OCRs that PDF.
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Uses PIL for image manipulation, OCR my PDF for OCR, and WSL for installations.
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https://github.com/FedyaS/Personal-Project-Collection/blob/master/Other/ImagesToPDF.py

The classic game 15 coded in Python (using Pygame)

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Built command line version of the classic Bulls and Cows game.
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Has modes to guess vs computer, computer guesses vs you, or computer plays vs computer.
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Project uses OOP, unit testing, and abstraction principles.
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https://github.com/FedyaS/Personal-Project-Collection/tree/master/Bulls-and-Cows

See more projects on my Github