Data Science Lab (Spring 2025)
This semester, course projects include:
- Automated Research Paper Generation with LLM for Image Captioning and Citation Retrieval
IBM (ETH AI Center Fellowship Partner) - Benchmarking of (privacy-preserving) Tabular Synthetic Data Generation Approaches
Swisscom (ETH AI Center Industry Member) - Automatic measurement of garments for a fashion retailer
Inditex (ETH AI Center Industry Member) - Automated damage detection on new aircraft engine parts using open-source foundation models
Lufthansa (ETH AI Center Industry Member) - Finding patterns in financial Post-trading data
SIX (ETH AI Center Industry Member) - Text-to-Image model fine-tuning using real large scale human preference data
Rapidata (ETH AI Center Affiliated Startup) - Agent simulation for survey data
Calvin Risk (ETH AI Center Affiliated Startup) - Automated quality verification model generation for manual assembly
Sentinus (ETH AI Center Affiliated Startup) - Learning to Optimize for Petrol Station Replenishment Problem
Askantis (ETH AI Center Affiliated Startup) - Addressing Information Asymmetries in Freelancer Platforms with Contrastive Learning and Causal ML
ETH Zurich Law, Economics, and Data Science Group, Prof. Elliott Ash (ETH AI Center Core Faculty & D-GESS)
- NeRF for Ionospheric Modelling
ETH Zurich Space Geodesy Group, Prof. Benedikt Soja (ETH AI Center Associated Faculty & D-BAUG) - Explainable AI for Detecting Synthetic Content in Phishing Emails
ETH Zurich Security, Privacy & Society Group, Prof. Verena Zimmermann (ETH AI Center Associated Faculty & D-GESS) - Evaluating Ranking Techniques and Their Effect on Ordering Evolution
ETH AI Center - Clustering of Exam Problem Solutions
ETH AI Center - Developing Next-Gen 3D Human Pose Estimators
ETH AI Center - Large Scale Cluster Health Utility Tool
SNAI/ETH AI Center - Create an ETH chatbot for internal use
SNAI/ETH AI Center - Create a blueprint for programming with LLMs
SNAI/ETH AI Center