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  • Berlin, Germany

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tanchaud/README.md

Hi there 👋

I am a Biomedical Engineer, showcasing my data analysis skills here. This account contains the source code of 4 Python projects using Machine Learning on data from different domains. These projects are categorised into Beginner and Intermediate level projects. The Beginner projects are titled as Wine Data Analaysis, Bike Sharing Data Analysis and Sales Data Analysis. The intermediate Python project is called Brain Age Prediction, which trains a regression model with CNN features extracted from sMRI images of healthy subjects. The main aim of this project is to use the trained model on diseased subjects for estimating their brain age, that would serve as a measured parameter for determining their brain health. This Github account also showcases a Matlab-based toolbox called ARET, which I developed during my time at the Max Planck Institute of Psychiatry as a part of an existing in-house analysis pipeline for mouse brain images.

The technical skills covered in these projects are Matlab, Python and SQL programming, with usage of libraries like Image Processing, Pandas, Numpy, Matplotlib, Seaborn, Scikit-Learn.

Here is some more information for you about me.

  • How to reach me: Please feel free to email me at tanchaud1990@gmail.com
  • Pronouns: She/Her
  • Fun fact: I love improv theatre.

Popular repositories Loading

  1. ARET ARET Public

    ARET or Allen ROI Extraction Toolbox is used for creating masks of user-specified brain regions and labelling statistical results obtained from the voxel-based morphometry pipeline.

    MATLAB

  2. tanchaud tanchaud Public

    Config files for my GitHub profile.

  3. Wine_Data_Analysis Wine_Data_Analysis Public

    Classification Task: Analysis of red and white wine's chemical composition to predict their quality using Machine Learning. This project presents EDA findings as well as a 3-class Machine Learning …

    Jupyter Notebook

  4. BikeSharing_Data_Analysis BikeSharing_Data_Analysis Public

    Regression Task on Customer Data: This project focusses on presenting EDA findings on the customers' behaviour towards renting bikes, along with implementing a Machine Learning Regression model to …

    Jupyter Notebook

  5. Sales_Data_Analysis Sales_Data_Analysis Public

    This project uses SQL and Python to explore and understand sales data from a renowned E-commerce company. Topics related to database design, loading the designed database into a RDBMS are covered. …

  6. Brain-Age-Prediction Brain-Age-Prediction Public

    This project analyses publicly available sMRI data of healthy subjects to train a regression model to predict an age that is as close as possible to the chronological age of the person. As per doma…

    Python