Research
Welcome to my Research Portfolio! On this page you will find a collection of my projects and publications. Most of my contributions focus on Artificial Intelligence, Machine Learning and Natural Language Processing, which I developed during my academic journey at the University of Zurich | UZH.
“
The people who are crazy enough to think they can change the world are the ones who do.
— Steve Jobs
Projects & News
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Publications Widget Easily embed a publications widget powered by Zotero on your website
Open Source
Vue.js
Zotero
Sep 2024
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Scientific Text Simplification Using Multi-Prompt Minimum Bayes Risk Decoding: Summary of our submission to the SimpleText lab at CLEF 2023, awarded Best of Labs
Text Simplification
SimpleText @ CLEF-2023
Best of Labs in CLEF 2023 🏆
Sep 2024
📊
Multi-Prompt Minimum Bayes Risk with Diverse Prompts Explores the effectiveness of Multi-Prompt Minimum Bayes Risk re-ranking in improving text simplifications generated by Llama 3, benchmarked against human judgments
Text Simplification
SimpleText @ CLEF 2024
Sep 2024
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Presentation Writer: Magically highlight content in your presentations with hand gestures - powered by Artificial Intelligence
Computer Vision
Machine Learning
Python
May 2024
🍮
Multilingual Question Generation from Knowledge Graphs Generate complex, multilingual, high-quality questions from any knowledge base
Master Thesis
NLP
Grade 5.75
Feb 2024
🧮
Universal Turing Machine Emulator Verify and emulate any Turing Machine encoded as a binary string
Theoretical Computer Science
Feb 2024
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Scientific Literature Simplification Exploring the integration of Alpaca LoRA 7B and LENS models to improve clarity and accessibility in complex academic texts
Text Simplification
SimpleText @ CLEF 2023
Best of Labs in CLEF 2023 🏆
Sep 2023
📏
Convex Hull for SVM: Leveraging our approximate convex hull algorithm for accelerated SVM processing
Algorithm
Machine Learning
C++
Jul 2023
📐
Approximate Convex Hulls: High-dimensional convex hull approximation algorithm
Algorithm
Optimization
C++
Jan 2023
🤬
Hatey Bot Using machine learning to detect different types of hate speech
NLP
Machine Learning
Oct 2022
🔎
KenSpace Exploratory and complex searches on unstructured documents
Bachelor Thesis
Grade 6.0 (Best 🥇)
Jun 2020
Hackathon Projects
🍷
Wine Captain Your AI-powered Wine Companion - Never pick the wrong wine again
BärnHäckt 2024
3rd Place
Aug 2024
💼
Jobinator Find your job easily on Jobinator
Hack Winterthur 2019
1st Place
Mar 2019
Links & Resources
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Laptop Setup Guide for macOS A guide to set up a new macOS laptop for Ruby on Rails development
Ruby on Rails
🔗
Custom URL Shortener & Dynamic QR Code Generator Use Jekyll to create your own URL shortener or dynamic QR codes
Publications
Full list of my publications, including conference papers, journal articles, and other academic work.
2024
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Previous Projects
This section presents a collection of projects that I worked on before I started my Master's degree at the University of Zurich, including work from my Bachelor's degree and previous academic work. Please note that due to the historical nature of these projects, some of the information may be outdated and the associated code may no longer be actively maintained.
Archive
♟️
Chessy Bot Reinforcement learning for a very, very simple chess game
Reinforcement Learning
Mar 2022
🧔
Bartvertrag Website to maintain the beard growing tradition of the Technikum Winterthur during the COVID-19 pandemic
Vue.js
PHP
May 2020
💰
Bänz mit Benefits Simplifying Financial Management for Small Businesses
BärnHäckt 2018
Audience Award
Aug 2018
🎰
Java Turing Machine Implementation of a Turing Machine in Java (multiplication)
Java
Theoretical Computer Science
Nov 2017
📤
ngx renuo upload A Custom File Upload Component for Angular
Apprenticeship Thesis
Grade 5.8 (Best 🥇)
Jun 2017
🤖
LEGO Mindstorms NXT Robot My First Major Programming Project
LEGO Mindstorms
Feb 2014