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marcorags/README.md

Hi, I'm Marco

MSc Artificial Intelligence Systems student at the University of Trento, with a background in Information Engineering.

I build applied Machine Learning projects involving Natural Language Processing, Conversational AI, Deep Learning, and 3D pose-based Computer Vision.

Focus Areas

  • Machine Learning and Deep Learning
  • Natural Language Processing
  • Conversational AI
  • Temporal Action Segmentation
  • 3D Human Pose Data
  • Reproducible Python projects

Featured Projects

Temporal Action Segmentation on FS-Jump3D

Adaptation of a FACT-based Temporal Action Segmentation pipeline to 3D pose sequences from the FS-Jump3D dataset.

Main topics: Computer Vision, Temporal Action Segmentation, 3D Pose Data, Deep Learning

Hybrid LLM Meal Planning Assistant

Hybrid LLM and rule-based conversational system for constrained meal planning, with structured NLU, policy control, and evaluation.

Main topics: NLP, Conversational AI, LLMs, Rule-based Systems, Evaluation

Tech Stack

Python · PyTorch · NLTK · NumPy · Pandas · Git · Linux · Jupyter · LaTeX

Currently

I am refining my AI/ML project portfolio and focusing on reproducible, well-documented machine learning projects.

Pinned Loading

  1. hybrid-llm-meal-planning-assistant hybrid-llm-meal-planning-assistant Public

    Hybrid LLM + rule-based conversational system for constrained meal planning with structured NLU, policy control, and evaluation pipeline.

    Python

  2. temporal-action-segmentation-fs-jump3d temporal-action-segmentation-fs-jump3d Public

    Temporal Action Segmentation on 3D pose sequences from the FS-Jump3D dataset using an adapted FACT-based pipeline.

    Python