ARCANE

10/2023

Dungeon and Dragons like board game written in Java.

Java
Object Oriented
Test Driven Development
JUnit
Design Patterns

Camnu

09/2021

Mobile and web app for creating and viewing online menus with augmented reality features. Personal startup project.

Express
HTML
CSS
JavaScript
Business Plan
Customer Outreach
Marketing
Augmented Reality
Startup Incubator

Influence of Multicollinearity on Measured Impact of Right-to-Carry Gun Laws

03/2023

Conducted a case study in R on a *Open Case Studies* dataset.

R
Tidyverse
Tidymodels
ggplot2
Exploratory Data Analysis
Data Wrangling
Linear Regression
Multicollinearity
Data Visualization

Vaping Behaviors in American Youth

03/2023

Conducted a case study in R on a *Open Case Studies* dataset.

R
Tidyverse
Tidymodels
ggplot2
srvyr
Exploratory Data Analysis
Data Wrangling
Logistic Regression
Data Visualization

Control.io

06/2020

Blockchain-ensured self-control.

Electon
EthereumJS
Web3
Blockchain
Daemon
JavaScript
HTML
CSS

Predicting the Outcome of ATP Tennis Matches

03/2023

Wrote a research paper about using machine learning methods to predict the outcome of tennis matches.

Supervised Learning
Data Sanitation
Exploritory Data Analysis
Feature Engineering
Logistic Regression
Random Forest
XGBoost
Gaussian Naive Bayes
LGBM

Mentor for Hackathon

11/2023

Mentor for participants in the 2023 ESIIL Environmental MosAIc Hackathon.

Leadership
Mentorship
Hackathon
Python
R
Data Science
Artificial Intelligence
Cyverse

Geometry Dash Bot

09/2019

An AI program that plays the video game Geometry Dash based on screen capture.

Reinforcement Learning
Deep Q-Learning
OpenCV
Python
PyTorch
NumPy
Pillow
Scykit-Image

Front-End Developer at Milou

05/2021

Educational web app for finding, analyzing stocks and optimizing portfolios.

Team Coordination
Figma
Reactive Programming
React
TypeScript
ApexCharts
i18next
Jest
Husky
ESLint

Personal Website

09/2023

Created a personal website as an extention to my LinkedIn to showcase my projects, interests and skills.

Next.js
Vercel
TypeScript
React
Tailwind CSS
Contentlayer
pnpm

Personal Resume

05/2023

Built out my resume in React and TypeScript to showcase my skills, experience and good coding pratices.

React
TypeScript
CSS
Jest
ESLint

Santander Customer Transaction Prediction

10/2019

A Kaggle competiton hosted by Santander Bank to predict customer transaction behavior. Top 15% out of almost 9000 teams.

Kaggle
Python
Machine Learning
Data Science
Feature Engineering
LGBM
Bagging

A web-based application for visualizing a network of AMR semantic graphs

10/2023

Research project as part of the course "Object Oriented Analysis and Design" at CU.

Python
Object Oriented
Design Patterns
Semantic Graphs
Abstract Meaning Representation
Data Collection
Data Mining
Visualization
Next.js
React
Typescript

Bachelor Thesis

09/2022

Discovering and Visualizing Ordering Instance Spanning Constraints from Event Streams.

Business Process Mining
Event Streams
Instance Spanning Constraints
Graph Visualization
React
TypeScript
Cytoscape.js
Webpack
Material UI

TrafficSight

11/2019

An AI driven app that reads out traffic signs and traffic lights for the visually impaired.

Microsoft Azure
Python
Flask
JavaScript
CSS
Hackathon

User Experience Report

03/2023

Conducted a user experience report on a company website.

UX Metrics
XD Report
Interview
Survey
Data Analysis