Hey! My name is Tobias Cornille
& I'm a full-stack engineer at segments.ai

Remote work

Biomedical Data & NLP

Invitae

I worked at Invitae as a full-stack intern during the summer of 2020. More specifically, I worked on parts of Moon, which is an AI tool that diagnoses rare diseases from genetic sequence data.

My first project involved extracting data from biomedical databases, transforming the data, and then extending a part of the UI to visualize the data.

Secondly, I improved a text labeling algorithm that helps employees process academic papers more quickly. I ran experiments and implemented an improved machine learning algorithm in Python using the spaCy NLP framework. At the end of my internship, we successfully deployed the improved service.

invitae.com
diploid.com/moon

Python spaCy Jupyter pandas PyTorch Flask

Native Newspaper App

Twipe Digital Publishing

In August 2019, I worked as a front-end intern at Twipe. They offer a SaaS platform for edition creation, distribution & triggers. I worked on a very small team developing a new React Native version of their main newspaper app. I got to write production code from day one and had a lot of responsibility as an intern, which allowed me to learn and grow quickly.

twipemobile.com

React Native Redux Redux-Saga TypeScript Agile development

Parkinson Detection

For the Data Science course at Técnico Lisboa we analysed a dataset of voice signal data to try to detect whether someone suffers from Parkinson's disease. We used data science techniques to explore and preprocess the data and to perform unsupervised learning and classification.

python pandas scikit-learn

Wandel

Wandel is a mobile app that makes exploring cities easier than ever. Create interesting walking routes at the touch of a button. The routes take you along some of the coolest places in town, based on your preferences.

We developed this app for the User Centered Design course at Técnico Lisboa.

Responsibilities: Front-End Development, UI, UX
github.com/tobiascornille/wandel-app

React Native Expo Redux

Game of Wolves

Game of Wolves is a browser-based, traditional role playing game (RPG), intended to be played on a smartphone. It adopts cutting-edge technologies like face recognition and augmented reality and also uses specific features of smartphones like the GPS and camera to create an exciting user experience.

We developed this game with a team of 6 computer science students during the academic year of 2018-2019. This project was my bachelor's thesis at KU Leuven.

Responsibilities:  Front-End Development, UI Design

React.js Redux node.js mongodb

MSc Computer Science
KU Leuven

Major in Artificial Intelligence

Sep 2019 - Jul 2021

Erasmus+ Exchange
Técnico Lisboa

Sep 2019 - Jun 2020

BSc Informatica
KU Leuven

Graduated Magna Cum Laude

Sep 2016 - Jun 2019

Full-stack Intern
Invitae

Implemented a machine learning tool to automatically label texts & extended their Moon web app with biomedical data.

Aug-Sep 2020

Front-End Intern
Twipe

Internship at a digital publishing company: worked on their next-gen newspaper app.

Aug 2019

Various Student Jobs
Materialise

First professional experience.
Facilities, SharePoint, IT support.

Aug 2015, Jul 2016, Aug 2017

Hackathon Organizer
Academics For Technology

Main organizer of WhatTheHack, the biggest student hackathon of Belgium (almost 250 participants).

May 2017 - May 2019

Marketing
Academics For Technology

Implemented a strong marketing strategy. Designed marketing material and created a style guide.

May 2020 - May 2021

Member
BEST Lisbon

Member of a European student organisation, helping with graphic design and event organization.

Oct 2019 - Jun 2020