Workstyle

Workstyle

Explorers tend to disregard existing and well applied methods and formulate new, different, better ideas. They are quick thinkers due to having extremely flexible minds, shifting among ideas and solution.

Doing that, Explorers could be genuinely enthusiastic and energetic. In general, they are open to change, persistent, and they have bold persuasive power.

Karim Mezhoud

Karim Mezhoud

Data Scientist

National Center for Nuclear Sciences

Biography

I am Data Scientist and Associate Professor in Nuclear Science Center of Tunisia - Tunis. I am teaching Bioinformatics and Biostatistics to Master degrees in Biomedical field. The courses are based on GNU/Linux environment and R programing language.

I started wrangling Cancer genomics data and developing tools for Analysis, visualization and prediction. Today, I extended my skills to multiple data type for business solution, nuclear physic or Medical image processing. I am familiar with Python and the most known machine learning algorithms. Mainly I use R for EDA and Python for Prediction.

Download my resumé.

Interests
  • Data Storage and design
  • Data Exploration and Analysis
  • Data Visualization
  • Computational Linguistics
  • Information Retrieval
Education

  • HDR in Biology, 2013

    Faculté des Sciences de Tunis

  • PhD in Proteomics & Bioinformatics, 2007

    Muséum National D'Histoire Naturelle, France

  • Master in Toxins Biotechnology, 2003

    Muséum National d'Histoire Naturelle, Paris

  • Master in Total Quality Management, 2002

    Ecole Nationanle Vétérinare d'Alfort, Paris

  • Eng Agronomy, 2000

    Institut National Agronomique de Tunisie

Skills

SysAdmin
System Administration
Exploration
Training Models
Visualization
Sync Code
Auto-reporting
shiny
Dashboards
Dockerize App
GNU/Linux
agile
Agility
tidyverse
Wrangling
sparklyr
Cluster
dbplyr
Database

Projects

*
All EDA R Python Pharma Image Forecast Business Dashboard Mobile Shiny Shinyproxy Docker Viz
Restaurant Forecasting

Restaurant Forecasting

Customers reservation prediction

Code
Deploy a scalable Shiny Apps with a 'free (6$/Month)' and certified domain, and multiple versions controlled by secure login

Deploy a scalable Shiny Apps with a ‘free (6$/Month)’ and certified domain, and multiple versions controlled by secure login

Docker compose a reverseproxy, shinyproxy, and Shiny Apps.

Code
Biodiversity Map Tracking using Open Biodiversity Datasets

Biodiversity Map Tracking using Open Biodiversity Datasets

Biodiversity

Code
Mobi100c- A mobile App for Business Solution

Mobi100c- A mobile App for Business Solution

Business Solution for managing Orders, Stocks and Documents.

Video
A Barcode reader for shiny mobile App

A Barcode reader for shiny mobile App

Wrapping JS library to Shiny Mobile App

Code Video
Lists all the repeats equal or longer than 9 bases

Lists all the repeats equal or longer than 9 bases

Generate a python script that lists all the repeats equal or longer than 9 bases in double strand dna sequences

Code
QSAR Antifungal quantification

QSAR Antifungal quantification

Binary and Regression Classification (RF and XGB)

Code
COVID19 Tracker Dashboard

COVID19 Tracker Dashboard

Shiny App for Tracking COVID19 data

Code Video
Flood Prediction

Flood Prediction

Flood Prediction in Malawi

Code
Predict Survival Time

Predict Survival Time

Survival Lung Cancer Event (0,1)

Code
Predict Survival Time

Predict Survival Time

Survival Lung Cancer Event (0,1)

Code
Particles Classification

Particles Classification

Python, arrays and xgboost

Code
Particles Collision

Particles Collision

Particles Classification

Code
Games Attempts

Games Attempts

Predict the number of attempts

Code
HT Future Sales

HT Future Sales

Future Sales Prediction

Code
Laptop Sales Dashboard

Laptop Sales Dashboard

A Shiny App for Laptop Sales forecast.

Code
Fraud Detection

Fraud Detection

Abnormal Transaction Detection

Code
Face recognition - compare distance

Face recognition - compare distance

Face recognition by comapring distance (weigth) between image arrays

Code
Face recognition with blink option

Face recognition with blink option

Face recognition and eyes blink destector

Code
Sqlite Faces Database Generator

Sqlite Faces Database Generator

Generate sqlite db of faces, and train model

Code
Face recognition - Dataset Generator

Face recognition - Dataset Generator

Detect new faces and shut images by webcam

Code
Basket Analysis

Basket Analysis

Instacart Market Challenge

Code
Online Transactions Analysis

Online Transactions Analysis

EDA of Market baskets.

Code

Packages

Biodiversity Map Tracker.
Visualize and search Animals and plants interactively in Map.
Last updated on Oct 13, 2022
Code DOI
Biodiversity Map Tracker.
Business Laptop - A Shiny App for Laptops Sales explorations in UK.
Dashboard for Business Analysis and forecasting.
Last updated on Oct 13, 2022
Code DOI
Business Laptop - A Shiny App for Laptops Sales explorations in UK.
Mobi100c - A mobile App for Business Solution.
Mobi100c is a web/mobile app with multiple login profiles. The Customer login can browse items by categories, and order selected articles. The app displays the orders history and corresponding status (pending, shipping, or shipped). The office login displays in editable table the list of sold items and its information including available stock. The office can add easily update stock, add, or remove items. The app is build to connect to SQLite, MySQL and MMSQL databases.
Last updated on Oct 13, 2022
DOI
Mobi100c - A mobile App for Business Solution.
papSmear - A Shiny App for Cervical cancer screening using slides classification.
Multi classifications images using Keras and TensorFlow algorithms.
Last updated on Oct 13, 2022
Code
papSmear - A Shiny App for Cervical cancer screening using slides classification.
radiant.dose - A [radiant](https://github.com/radiant-rstats) extension for Medical and Dosimetry data manager
radiant.dose is a browser-based interface for Dosimetry data management, analysis and visualization. The app is based on Shiny framework.
Last updated on Oct 13, 2022
Code
radiant.dose - A [radiant](https://github.com/radiant-rstats) extension for Medical and Dosimetry data manager
See all

Publications

Quickly discover relevant content by filtering publications.
Radiobiology worker risk assessment using stress indicators and proteomics
Radiology is an essential technology in medicine and is used for organ diagnosis, radio-tracing and radiotherapy. The risks for the …
PDF Source Document DOI
Radiobiology worker risk assessment using stress indicators and proteomics
Graphical Identification of Cancer-Associated Gene Subnetworks Based on Small Proteomics Data Sets
Proteomics is a rapidly emerging frontier in post-genomics medicine and biology, but the quantitative analysis and validation of …
PDF Source Document DOI
Graphical Identification of Cancer-Associated Gene Subnetworks Based on Small Proteomics Data Sets

Contact