Uneeb Hyder
I'm Uneeb Hyder, a computer science and engineering major at Swarthmore College.
Technical Experience
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Intro to Python Bootcamp
Organized a ten-day introductory Python bootcamp for underserved middle school students in Pakistan, designed lessons, wrote presentations, and developed example programs for students.
Taught remote lessons and created example Python programs on-screen through Zoom and completed bootcamp with an example calculator project created live using Tkinter
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Chess Image Classifier
Finetuned ResNet34 on images of a digital chessboard to determine which side was winning or whether game was drawn at moment, using Pytorch-based fastai framework.
Manually collected and labeled data for finetuning purposes.
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RNN Poetry Generator
Built and trained a Recurrent Neural Network using Andrej Karpathy's char-rnn framework in Lua on Project Gutenberg poetry text corpuses, published an AI model online using Python and Django.
Trained a word-based Markov Chain text generator for additional rhyme scheme options, integrating with multiple Python libraries such as markovify and pronouncing for accurate results, published as additional website using Django.
Current Projects
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Training Models to Play Board Games
Using deep reinforcement algorithms such as the cross entropy method and deep Q-networks, I am training a model to play board games like Tic-Tac-Toe and Connect4. Implementation of the algorithms is done in Python and PyTorch.