Hi, I'm Tony. I...
My Experience
A Futurist with Machinations to design his own life
Data Visualizations
- Paraview Python
- VTK Python
- D3.js|D3.py
- Seaborn
- Plotly
- Shap
- Pandas|Numpy|Scipy miscellaneous
Data Engineering
- Pandas|Numpy|Scipy
- Sympy|Statsmodels|Sklearn
- Yolov3|Detectron2
- Opencv-python|Opencv c++
- XGBoost
- Fastapi|Flask|Django
- Nvidia-docker
- Jetson Tegra Cuda|Cudnn Compilation
- AWS|GCP
Statistical Techniques
- Factorial Experiments
- Design of Experiments
- Full Factorial Orthogonal Design
- Multivariate Delta Experiments
- Multivariate Normal Distribution Experiments
- Symbolic Regression Analysis
- Gradient Boosted Random Forest Regression
- Gradient Descent
- Bisection Method
- Step Function
Projects
Here are some showcase projects.
Full Factorial Orthogonal Design of Experiments
Spyder
In this snippet, we implement an example of stochastic and simple gradient descent customized to converge for inverse regression roots of multiple Full Factorial equations as the gradient
Sample Code
D3.js US census Visualizations
Web
6 visual channels visualizing each population group and area group from US census
Visit Project
Sports Video Analytics
Nvidia Jetson Tegra
optimize opencv C++ functions for opencv-python API, push opencv-python Umat arrays to GPU memory, script many features off from multiple cameras using opencv/yolov3/detectron2
Visit projectTeaching
My first experience with programming was with CS50, Harvards intro to computer science. I know how difficult the first 5 weeks of C language programming is and I intend to provide a more welcoming initiation to programming with Python! Here are some domains I like to focuse on!