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mattdepaolis/README.md

Hi, I'm Matthias 👋

Typing SVG

💼 Projects

  • Technical Blog: Technical blog about large language models, RAG systems, and agentic workflows.
  • LLM Datasets: Curated list of high-quality datasets for LLM fine-tuning.
  • LLM Evaluation Framework: LLM Evaluation Framework designed to facilitate reproducible and extensible benchmarking.

Pinned Loading

  1. llm-evaluation llm-evaluation Public

    llm evaluation framework to mimic the discontinued Huggingface Open LLM Leaderboard

    Python 2

  2. synthetic_invoice_generator synthetic_invoice_generator Public

    This Streamlit application generates synthetic garage invoice data for model training purposes. It allows users to specify the number of invoices to generate and select between different invoice te…

    Python 2

  3. PV_AreaEstimator PV_AreaEstimator Public

    This script is designed to perform the detection and segmentation of photovoltaic installations in aerial images using trained YOLOv8 models to estimate the surface area of the detected photovoltai…

    Python 2 1

  4. BicycleAccidentsZurichDB BicycleAccidentsZurichDB Public

    NoSQL project utilizing a combination of Python and NoSQL to retrieve traffic accident data from an API, focusing specifically on the city of Zurich conducted by Matthias De Paolis

    Jupyter Notebook

  5. CreditAnalysis CreditAnalysis Public

    Machine Learning Project with the famous "credit" dataset by using Linear Models, Generalized Additive Models (GAM), Generalised Linear Models (GLM), Support Vector Machines (SVM) and Artificial Ne…

  6. EnergyMarketEurope EnergyMarketEurope Public

    This research project, titled "Influence of Fossil Fuel Prices on the European Energy Market," has been conducted and submitted in partial fulfillment of the requirements for the Master of Science …

    R