WIL BISHP

Computer Science Student specializing in

I am a passionate Computer Science student with a deep focus on Artificial Intelligence and Machine Learning. My journey involves exploring the depths of neural networks, natural language processing, and computer vision.

I'm constantly building projects that push the boundaries of what's possible with code and data. Currently exploring generative models and reinforcement learning.

Tech Stack

PythonPyTorchTensorFlowReactTypeScriptNode.jsPostgreSQLDockerAWS

Selected Projects

Neural Style Transfer

Implementation of artistic style transfer using VGG-19 network architecture. Features real-time style application and custom loss functions.

PythonPyTorchComputer Vision

Code Live Demo

RL Agent for Trading

Deep Reinforcement Learning agent trained to trade stocks using PPO algorithm. increased portfolio value by 45% in backtesting.

PythonOpenAI GymPandas

Code Live Demo

Semantic Segmentation

U-Net implementation for medical image segmentation. Achieved 92% dice coefficient on the test dataset.

TensorFlowKerasNumPy

Code Live Demo

Publications

Subtrajectory Clustering with ML on QC

SSTDM25 - Short Paper (Camera Ready). Exploring novel approaches to subtrajectory clustering using quantum machine learning techniques.

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