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1. lane-detection lane-detection Public

   Lane detection on dashcam footage using Canny edge detection, Gaussian blur, and Hough line transforms in Python/OpenCV

   Python 3

2. Gesture-Recognition Gesture-Recognition Public

   Basic ASL Gesture Recognition with OpenCV and template matching

   Python

3. Lyric-Analysis Lyric-Analysis Public

   NLP-powered lyric sentiment analysis and popularity trend explorer built in R, pulls track data from the Spotify and Genius APIs with an interactive Shiny dashboard.

   R 2

4. EvaluatingModelsLearningRate EvaluatingModelsLearningRate Public

   Builds logistic regression, linear networks, and feedforward neural networks from scratch in Python, comparing learning rate impact across 6 classification and regression datasets

   Python

5. Linking-Writing-Processes-to-Writing-Quality Linking-Writing-Processes-to-Writing-Quality Public

   Predicts essay writing quality from keystroke log data using feature engineering and model comparison - Random Forest, CatBoost, and MLPRegressor evaluated on RMSE

   Jupyter Notebook 1

6. RacetraceReinforcementLearning RacetraceReinforcementLearning Public

   Various Reinforcement Learning Algorithms on Racetrack Simulations

   Python