This project was made primarily over the course of a weekend during the hackathon Hack TUES GG. It placed 1st and was awarded by multiple industry-leading companies.

 is an application for finding the best-rated routes for cyclists based on the ratings of other users. It uses a Neo4j graph database to store a map and a Postgres database to store each edge's rating. A Nest server is used as a REST API for the React app to calculate the shortest path (Dijkstra) or the most suitable (relation between the length and the rating of the route). Material UI is used for the outlook of the front-end.

 as well as many other little features like hosting and managing on a server with Nginx.

Github

Site

CyclePath

This project was made for school, it was supposed to be built with 

 but due to the lacklustre support of normal sockets, I chose to switch to Next. In retrospect, it was a bad idea to build a Next app with a custom server, even though it is supported since I lose many key features of the library. I should've made it with React and some other backend library like Nest.

Real-time drawing game. Based on the popular game 

but with Next.js. Players can choose their avatar and name then create a new lobby or join an existing one. Lobby settings can be customized like changing colour themes and settings custom dictionaries (WIP). A chat is used to guess what is being drawn and players get points based on their speed.

Scribble

This project is related to my school's 12th-grade diploma work to get a specialized diploma in computer science. It was my first real project in machine learning.

Using deep neural networks to locate transcription factors in genomes. Given a sequence of 1000 nucleobases predict whether or not a transcription factor will bind in this sequence. It is trained on FOX transcription factors and a model trained on real data is available 

High-school thesis

 is a reverse-mode automatic differentiation library for neural networks. The reason for creating such a library was mainly to gain exposure to AI but also to learn agile workflows. My partner and I used 

 to track our progress and had monthly meetings to discuss our sprints. We had 3 sprints in total and managed to stay on target. As the co-author of the library, I worked on the utilities as well as unit testing.

nujo

A covid contact tracing app made during the hackathon 

Every minute every device makes a Bluetooth request to every other device nearby. Via ML it predicts which mode of transportation every user uses - car, still, walking, bus or train. If a user marks themselves as COVID-19 infected, it sends notifications to every other user, who may have been in contact with them. Every notification contains a map, which displays the exact point where the user has been in contact as well as in what circumstance they may have been infected.

Personally, I worked on the machine learning algorithm which predicts the mode of transport. The app gathers information from the gyroscope of the device and sends it to a 

 API with the model which makes its prediction and sends it to the main express server.

Due to circumstances surrounding our group's delivery, we were penalized and placed 4th in the hackathon.

A mobile application that helps people know if they are COVID-19 infected before they show symptoms.

Covid Tracker

The remote-controlled car was created using a salvaged regular RC car with very basic features and appended with a Raspberry Pi to be able to be controlled from a web interface. The web interface has a joystick and webstream to see where the car is going. 

Unfortunately, while trying to add computer vision to the camera for autonomous driving, the raspberry SD corrupted due to a complex install process of the OpenCV library which is specific for such a device.

mCar

A bot for discord made for playing music and light server moderation. It was made as a side project while learning javascript to better my understanding of Node.js. It used Discord's own library discord.js and Google's Youtube API to query and fetch audio tracks. 

Unfortunately, it was abandoned due to time restraints with school projects, however, I hope to finish it sometime in the near future.

Building

digital

experiences

CyclePath

Scribble

High-school thesis

nujo

Covid Tracker

mCar

Discord music bot

Socials

Building digital experiences

CyclePath

Scribble

High-school thesis

nujo

Covid Tracker

mCar

Discord music bot

Socials

Building

digital

experiences