Mathieu BUSQUET

Hi there 👋
I am an engineering student. I love working with Data & AI. You will find below some projects that I realized !

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Portfolio

Machine Learning / Data Science

tumor_segmentation

Brain tumors segmentation

U-Net, Tensorflow, Keras & Streamlit

Train a U-Net model to detect brain tumors through image segmentation. Implementation of a Streamlit interface to use the trained model and visualize the various 2D slices.

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Fine-Tuning LLaMA 2

LLaMA 2, QLoRA & PEFT

Unlock the full potential of LLaMA 2 by fine-tuning it on a specific dataset

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Speech to text app

Hugging Face Transformers, pyannote.audio, PyTorch & Streamlit

Creation of an app to transcribe audio and video files into English, with numerous options such as diarization, summarization and video subtitle generation.

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Image generation

DCGAN, PyTorch

Train Deep Convolutional Generative Adversarial Networks on various image datasets to generate “fake” images.

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Pokemon Classifier

CNN VGG

Build and train a CNN, & fine-tune VGG model to identify and classify Pokemon images, emulating the functionality of a Pokedex.

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Tracking Camera

OAK-1 Camera, Pan Tilt Hat, Raspberry Pi 4, YOLOv4 Tiny, PyQt

Creation of a system capable of recognizing and tracking a person, and of a PyQt interface.

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Data Visualization

Air Quality Analyzer

Open Data, Pandas, Numpy, Streamlit

Analysis of the impact of Covid-19 and lockdowns on air quality in Brittany

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Coming soon - Website under construction.