C4ADS Reasearch Paper
Investigation of using Natural Language Processing to Taget Dual-Use Nuclear Fuel Cycle Items.
Hi, I'm Tyler Russin
Software Engineer and Machine Learning Engineer.
Based in Los Angeles
Software Engineer and Machine Learning Engineer with several years of experience building solutions involving machine learning models and robust data processing pipelines. Proficient in relevant technologies to data science such as Python and Machine Learning. Knowledgeable with common tools such as SQL, FastAPI, and Tensorflow. Prior experience with programming languages useful in development such as C++, React, and JavaScript.
Below is a collection of my research and collaborative projects that I have worked on over the years. Clicking on a project redirects you to that project's GitHub page
Ray-Casting Algorithm
Implementation of a Ray-Casting 3D Rendering Technique in the Command-Line.
Tanzanian Ministry of Water Data Analysis
Utilizing Random Forest Classification to Prioritize Waterpipe Repairs.
Med Cabinet Strain Recommendation
Collaboration with a Cross-Functional Team to Create a Medical Marijuana Web App.
Road Lane Detection with Computer Vision
Processing Video Data with OpenCV and Implementing the Hough Lines Algorithm.
Text Classification with Twitter API
Adopting Natural Language Processing and Logistic Regression to Identify Twitter Users.
Tetris Learning Genetic Algorithm
Imitating Natural Selection to Develop an "Intelligent" Tetris Playing Agent.
Fish Dimensions and Weight Regression Analysis
Adapting Linear Regression Models to Predict Fish Feature Relationships.
Simulation Theory Data Exploration
Learning-Based Project to Demonstrate Data Collection and Visualization.