Projects
Here are a few projects that highlight my experience across business intelligence, data analytics, machine learning, and AI. Click on a project to learn more about the methods, analysis, and results.
Delivery Performance Analysis
Business Intelligence & Operations Analytics
Analyzed delivery operations from 2022–2025 to understand seasonal demand, truck capacity constraints, rescheduling patterns, and the relationship between temperature and operational performance.
Python • Pandas • NumPy • Matplotlib • Seaborn • Statistical Analysis • Correlation Analysis
Airbnb Rentals in Zurich
Machine Learning & Market Analytics
Analyzed 2,534 Airbnb listings across Zurich using statistical modeling, machine learning, NLP, and clustering to explore pricing, host behavior, and distinct market segments.
Python • Pandas • NumPy • Scikit-learn • Statsmodels • DistilBERT • K-Means • NLP
Retrieval-Augmented Generation (RAG)
In Progress
AI Engineering
Currently developing a RAG system that combines document retrieval, vector search, and large language models to generate responses grounded in relevant source information.
Python • FastAPI • LLMs • Embeddings • Vector Search • RAG • NLP