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Hello There 👋

I am a machine learning enthusiast based in Italy. I completed an M.Sc. in Data Science and Engineering where I studied topics ranging from computer vision to dynamic graphical models. My recent projects focus on computer vision tasks, such as recognizing actions taken from a go-pro or adapting to different domains. During my internship at the Links Foundation, I had to modify the video game GTAV to create a synthetic dataset for person re-identification. In my master thesis, I developed a generative framework for synth-to-real pedestrian re-identification using that dataset. This task includes domain adaptation, image retrieval, generative learning and image translation. I am also an inducted member of the student association IEEE-HKN at my university. I am part of the IT-area where we are developing a framework for garbage classification.

🧑‍💻 Projects

🤓 Domain knowledge

  • Machine and Deep Learning
  • Computer Vision
  • Person Re-Identification
  • Image Translation
  • Domain Adaptation

🤖 Tech Stack

  • Languages: Python, SQL, C/C++, Java
  • Frameworks: PyTorch, Scikit-learn, Tensorflow
  • Big Data: PySpark, Hadoop
  • 3D: Blender

robotuan's Projects

datasciencelab icon datasciencelab

Polito course "Data Science lab: Process and Methods" laboratory

fpar icon fpar

Project for the course "Machine Learning and Deep Learning" at Politecnico di Torino

gtasynthreid icon gtasynthreid

Pedestrian re-Identification for survaillance, repository for internship and master thesis.

kred icon kred

This is the source code for paper: KRED: Knowledge-Aware Document Representation for NewsRecommendations

ml4iot icon ml4iot

Repository for the labs of the course "Machine Learning for IOT" at Politecnico di Torino

ml4iot_hmw icon ml4iot_hmw

Project work for the course "Machine learning for IOT" at Politecnico di Torino

mldl icon mldl

Politecnico di Torino Master Degree Course

mml icon mml

Repository for the course "Mathematics in Machine Learning" at Politecnico di Torino

mynet icon mynet

Repository for experimenting with neural networks

nlp icon nlp

NLP models from scratch in PyTorch

piratecabin icon piratecabin

Blender project for the "Computer Graphics" course at Politecnico di Torino

synth-reid icon synth-reid

Repository for my Master Thesis at Politecnico di Torino

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