Hey, I am

Mohammed GHENNAI.

Junior Data Scientist

Recent data science graduate with a Master's thesis about " The Application of Artificial Intelligence in Resume Screening "
Currently, I'm actively involved in Deep Reinforcement Learning projects and have my sights set on pursuing a Ph.D. in AI.

Resume

About Me

I am a data scientist with an experience in NLP. I have a background in computer systems engineering and cybersecurity, and I have a keen interest in everything related to AI, including computer vision and large language models.

I am presently engaged in exciting AI projects, so stay tuned! :)

Here are some essential tools I use daily:
  • Pytorch
  • Numpy
  • Python
  • Sickit‑learn
  • Pandas
  • Linux

Experience

Jan 2023 - Jun 2023
Data Science Intern
Groupe des Sociétés Hasnaoui

Worked on a project about the application of ML & DL models in resume screening that will be used to help HR managers in the recruitment process.

Sep 2021 - Oct 2021
Python Developer Intern
Agence Nationale De L'emploi

As my first internship, I developed Queue Management Software using Python and PyQT5.

Education

2021 - 2023
MSc in Computer Systems Engineering
École Supérieure en Informatique - Sidi Bel Abbes
  • Machine Learning, Deep Learning, Advanced Operating Systems, Networking.
  • IoT, Embedded Systems, Distributed Systems, Operational Research.

Extracurricular Activities:

2018-2021
Bachelor of Science in Computer Science
École Supérieure en Informatique - Sidi Bel Abbes
  • Linear Algebra, Mathematical Analysis, Logic Mathematics, Statistics, Probabilities.
  • Algorithms and Data Structures, Object Oriented Programming, Assembly Programming, Computer Architecture.

Extracurricular Activities:

Projects

Resume Ranking System
Pytorch OpenCV Distil-BERT NLP
Resume Ranking System
The web application extracts text from resumes and clusters them by fields, then ranks them based on a given job description.
Emails Spam Detection System
Tensorflow BERT Pandas scikit-learn
Emails Spam Detection System
The realization of a Spam Detection System using the BERT model to be implemented in Google Add‑on as a user interface.
Tech Store (Academic Project)
Django Python Firebase
Tech Store (Academic Project)
The realization of an e‑commerce platform as a back‑end developer.
Student HUB (Academic Project)
Java Android Studio Firebase
Student HUB (Academic Project)
Developed a mobile app for students that provides all the necessary functionality for their academic life.

Achievements

Alpha.ai - Machine Learning Hackathon
1st place for "OctaC0re" at Alpha.ai ML Hackathon on the Network Traffic Challenge held at Alphabit Club, ESI SBA, ALGERIA.
Hash Code - Google's Coding Competitions
1st place for "OctaC0re" at Hash Code Quals held at Alphabit Hub, ESI SBA, ALGERIA.
2022 - Capture the flag competitions
3rd place for "OctaC0re" on the national level participating in more than 23 cybersecurity competitions over 2022.
2021 - Capture the flag competitions
2nd place for "OctaC0re" on the national level with more than 25 cybersecurity competitions over 2021.

Get in Touch

I’d love to get to know you. Perhaps we can collaborate on a project or just have a coffee together.
Mail me