Personal Projects and Academic Projects
Bike Trails Web Application
- C#, HTML, CSS, SQL
- ASP.NET Core
- Entity Framework Core
- Mapbox, GPX Parsing
Hand Tracking / ASL Alphabet Detection
- Python
- Dataset Creation
- Data Preprocessing
- Tensorflow
- MediaPipe
Neural Network From Scratch
- Python, UML, NumPy
- Data Preprocessing: Data Imputation, One-Hot Encoding, Data Normalization
- Backpropagation
- Technical Writing
Experimenting With Neural Network Training Methods
- Python, UML, NumPy
- Data Preprocessing: Data Imputation, One-Hot Encoding, Data Normalization
- Backpropagation
- Genetic Algorithm
- Particle Swarm Optimization
- Technical Writing
Naive Bayes Model From Scratch
- Python, UML, Numpy
- Probability Theory
- Data Preprocessing: Data Imputation, Binning
- Technical Writing
K-Nearest-Neighbors Methods From Scratch
- Python, UML, Numpy
- Data Imputation, One-Hot Encoding, Normalization
- KNN Classification and Regression
- K-Means Clustering
- Technical Writing
Reinforcement Learning From Scratch on Grid racetrack Problem
- Python, Numpy
- Technical Writing
- Model-Based and Model-Free algorithms
- Q-Learning, SARSA, Value Iteration
Earthquake Tracker Web App (Vibe Coding)
- Claude Code
- Prompt Engineering
- Vite, NodeJS, TypeScript
Recent Project Activity
