Research
Projects and publications — mostly artificial intelligence, machine learning and natural language processing, built during my time at the University of Zurich | UZH.
The people who are crazy enough to think they can change the world are the ones who do.
Projects & News
Informfully. Open-source news platform for user studies — designed and built the landing page.
RareSim. Shortening the diagnostic odyssey with intelligent phenotype-based reasoning.
Orphapacket Data Importer. Bring Orphanet's rare-disease data into PostgreSQL with one command.
Publications Widget. Embed your Zotero publication list on any website.
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.
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.
Wine Captain. Your AI-powered wine companion — never pick the wrong wine again.
Presentation Writer. Highlight slides with hand gestures, powered by computer vision.
Multilingual Question Generation from Knowledge Graphs. Generate complex, multilingual, high-quality questions from any knowledge base.
Universal Turing Machine Emulator. Verify and emulate any Turing Machine encoded as a binary string.
Alpaca LoRA 7B and LENS Model Selection for Scientific Literature Simplification. Exploring the integration of Alpaca LoRA 7B and LENS models to improve clarity and accessibility in complex academic texts.
Approximate Convex Hulls. Approximating convex hulls in high dimensions — and using them to accelerate SVM training.
Hatey Bot. Detecting different types of hate speech with machine learning.
KenSpace. Exploratory and complex search across unstructured documents.
Previous Projects
Projects I still have a soft spot for, going back to 2014. Some have aged better than others.
