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My Current AI Projects
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Predicting Customer Purchase Behavior
with AI Model Optimization
This project focuses on predicting customer purchase behavior using machine learning models, with an emphasis on feature importance. It will highlight how to implement and optimize predictive models, offering marketers a framework to integrate AI-driven decision-making into their operations.
machine-learning logistic-regression data-preprocessing predictive-modeling decision-tree-classifier binary-classification smote random-forest-classifier customer-segmentation marketing-analytics stacking-ensemble model-optimization
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Stock Price Forecasting Using Deep Learning and Equity Analysis
This project explores the use of deep learning models to forecast stock prices and evaluate market trends. Using an LSTM (Long Short-Term Memory) neural network architecture, we analyze and predict short-term stock prices for major companies, focusing on Microsoft, Tesla, and Google. The project also integrates interactive visualizations to enhance the analysis and presentation of results.
python training testing sentiment-analysis neural-network tensorflow scikit-learn keras cnn lstm-neural-networks forcasting. llms data-visualization data-analysis preprocessing predictive-modeling predictive-analytics
Decoding UFO Sightings:
Patterns, Perceptions & Possibilities
Using a dataset of over 80,000 documented UFO sightings from 1910 to 2014, this project examined trends over time and created geovisualizations to map patterns in the U.S. Predictive modeling was then applied to forecast sightings by state and shape, providing valuable insights into the UFO phenomena.
python geocoding pandas-dataframe plotly data-visualization data-analysis preprocessing predictive-modeling predictive-analytics geovisualization time-series-analysis prophet-model ai-machine-learning
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Additional Projects
Cape-Atlantic C.A.T.S.
After adopting the two most wonderful rescue cats, I wanted to help this amazing shelter staff. What started out as a updated website turned into a complete rebranding, from logo, color pallets and an entire new website
MBTI SuperNerd
What started out as a fun Covid project, has turned into an Instagram account, upcoming website and future book.
