Featured Projects
AI Hackathon Projects
Hosted Chandler Gilbert Community College's 1st AI Hackathon! A collaborative event bringing together students, faculty, and industry professionals to solve real-world problems using artificial intelligence.
- Event organization and coordination
- Mentorship and judging coordination
- Multiple AI/ML project categories
- Community engagement and networking
GeoMinds - AI Bias Study
GeoGuessr-inspired application studying AI bias in geographical image recognition and location prediction. This project examines how machine learning models perform across different geographical regions and demographics.
- Computer Vision & Image Processing
- Geolocation APIs
- Statistical Analysis
- Web Development (Frontend/Backend)
March Madness AI Predictor
Machine learning model for predicting NCAA tournament outcomes, competing in Kaggle's March Machine Learning Mania. Uses historical data and advanced statistical modeling to forecast basketball game results.
- Advanced statistical modeling
- Historical NCAA tournament data
- Team performance metrics
- Probability-based predictions
4K Image Geolocation Benchmark
Comprehensive dataset for evaluating geolocation algorithms on high-resolution images. This dataset provides a standardized benchmark for testing and comparing different AI approaches to image-based location prediction.
- 4K resolution images
- Global geographical coverage
- Standardized metadata
- Benchmark evaluation metrics
Additional Projects
Claude4 Batch Image Processing
Batch geolocation pipeline for evaluating Claude 4’s vision-language model on a 4K benchmark dataset. Includes prediction mapping, coordinate comparison, and performance analysis with Haversine distance.
- Python, OpenCV, TensorFlow
- Data preprocessing and augmentation
- Model optimization and deployment
- Anthropic API Retrieval
MLB Visualizations
MLB GitHub Repo
Different Data Visualization and Predictive Tools
- Feature Engineering
- Data Analytics
- Predictive Modeling
- Data Visualization
Technical Skills
Programming Stack
- Python and R
- SQL
- HTML and CSS
- JavaScript
AI/ML Frameworks
- TensorFlow and Keras
- PyTorch
- Scikit-learn
- OpenCV and PIL
Data Science Tools
- Pandas & NumPy
- Matplotlib & Seaborn
- Jupyter Notebooks
- Kaggle Platform
Development Tools
- Git & GitHub
- Oracle Cloud Inference
- HuggingFace Spaces
- VS Code