13 years of intelligence experience, completed 400-hour data science immersive, and am pursuing a BS in Data Science. Now, I'm actively building applied data science systems to scale intelligence workflows.
🛠️ Technical Stack:
- 💻 Programming & Development: Python | SQL | Java | Conda | Git | GitHub | Bash | VS Code
- 🧠 Machine Learning: scikit-learn | imbalanced-learn | Regression | Classification | Clustering | Kalman Filter | RANSAC | Markov Chains
- 📈 Data Analysis & Visualization: Pandas | NumPy | SciPy | Matplotlib | Seaborn | Plotly
- 🌐 Spatial Analysis: Shapely | GeoPy | Folium | GeoPandas | Trackintel | scikit-mobility
- 👁️ Computer Vision: YOLOv8 | OpenCV | Supervision (Multi-Object Tracking) | Homography
🗺️ Traffic Conflict Detection: Computer vision system that detects, catalogues, and geolocates vehicle conflict events from traffic camera footage by transforming pixel-space coordinates into real-world geographic coordinates.
Geolocation within 1.47 meters (RMSE)
📡 Pattern-of-Life Analysis Toolkit: Python package + Demo App for evaluating, processing, analyzing, and modeling individual-level mobility derived from location-based services.
Processed over 350,000 GPS traces
🚗 Lane Detection Classic: Lane-line detection pipeline that combines classical computer vision techniques with traditional machine learning.
0.94-0.99 R2 scores
I'm chilling with Dude (my son), Pumpkin (daughter 1), Lady Bug (daughter 2), and Angel (my wife). If the weather's nice, you might find me flat-water kayaking at a lake near my home. If the weather's a little mean I'll probably be inside reading a book (I'm exploring casual non-fiction...we'll see how it goes). On the weekends, I'm in the kitchen cooking or baking (I'll fight you with my pancake recipe!). Regardless of the weather or the day of the week, I love learning and am always looking for ways to be better.
I'm always open to a discussion on anything related to coding or the data science profession at large. Drop me a line and I'll probably get back to you in the evening while enjoying a glass of wine (got to get the kids down first).