Moncef Djezzar

AI & Data Science
Portfolio

Transforming complex data into actionable insights through AI and machine learning solutions.

"1% better every day"

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About Me

I'm a passionate AI and Data Science professional with a strong foundation in machine learning and software development. I love turning complex data into meaningful insights and building innovative solutions.

AI & Machine Learning

Expertise in developing and deploying machine learning models for real-world applications.

Data Science

Strong background in statistical analysis and data visualization for informed decision-making.

Software Development

Proficient in building scalable applications with modern technologies and best practices.

Version Control

Experience with Git and collaborative development workflows in team environments.

Background

With several years of experience in the field, I've worked on diverse projects ranging from predictive analytics to natural language processing. My approach combines technical expertise with a strong focus on delivering practical business value through data-driven solutions.

Skills

My technical expertise spans across AI, data science, and software development, with a focus on building practical solutions using cutting-edge technologies.

AI & Machine Learning

Deep Learning85%
Natural Language Processing (NLP)60%
Computer Vision70%
Image Processing80%
Prompt Engineering75%

Data Science

Python (Pandas/NumPy)85%
Exploratory Data Analysis90%
Time Series Forecasting60%
Statistical Analysis85%
SQL60%

Web Development

React/Next.js60%
TypeScript60%
HTML/CSS85%
Tailwind CSS85%

Tools & Technologies

Git/GitHub75%
Python Notebooks (Jupyter/Colab)85%
Large Language Models (LLMs)85%

Research & Leadership

Research Methodology85%
Project Management65%
Event Coordination75%
Team Leadership70%

Interpersonal Skills

Communication80%
Collaboration75%
Problem Solving90%
Adaptability85%

Design & Creativity

UI/UX Design65%
Graphic Design65%
Prototyping65%

Projects

Explore my portfolio of AI and data science projects, showcasing practical applications of machine learning and data analysis.

Arabic Fake News Detection
Arabic Fake News Detection
Used machine learning models to classify Arabic news articles as credible or non-credible.
NLP
Machine Learning
Deep Learning
Comparative Analysis
Exploratory Data Analysis
Code
Explainable Artificial Intelligence for Image Quality Assessment Master's Thesis Project
Explainable Artificial Intelligence for Image Quality Assessment Master's Thesis Project
This project provides a comprehensive framework for explainable artificial intelligence (XAI) applied to image quality assessment (IQA), with a focus on medical imaging (Chest X-rays). It combines deep learning-based segmentation, saliency mapping, and large language model (LLM) explanations to deliver both quantitative and interpretable assessments of image quality.
Computer Vision
Deep Learning
Comparative Analysis
Neural Networks
Code
Car Sales Volume and Resale Price Prediction
Car Sales Volume and Resale Price Prediction
Evaluated and tuned machine learning models to predict car sales using features like price and size.
Machine Learning
Data Analysis
Comparative Analysis
Hyperparameter Tuning
Exploratory Data Analysis
Code
Exploring Autoencoder Architectures
Exploring Autoencoder Architectures
Developed multiple autoencoder architectures for tasks like image reconstruction and denoising.
Machine Learning
Deep Learning
Computer Vision
Machine Learning
Neural Networks
Code
Sentence Auto-Complete with RNNs
Sentence Auto-Complete with RNNs
Built a sentence auto-complete system using recurrent neural networks (RNNs) with LSTM architecture.
NLP
Machine Learning
Deep Learning
RNN
Neural Networks
Code
Time Series Forecasting for Electricity Transformers
Time Series Forecasting for Electricity Transformers
Predicted oil temperature of electricity transformers using time series forecasting models.
Machine Learning
Deep Learning
Data Analysis
Time Series Forecasting
Exploratory Data Analysis
Code
CNN for Ear Print Classification
CNN for Ear Print Classification
Developed a Convolutional Neural Network (CNN) for classifying ear prints.
Machine Learning
Deep Learning
Computer Vision
CNN
Neural Networks
Code
MLP from Scratch for Fruit Classification
MLP from Scratch for Fruit Classification
Built a multi-layer perceptron (MLP) from scratch to classify apples and lemons.
Machine Learning
Deep Learning
Computer Vision
Artificial Neural Networks
Code
Blood Vessel Segmentation
Blood Vessel Segmentation
Evaluated logistic regression and GLMs for binary segmentation of retinal blood vessel pixels.
Machine Learning
Deep Learning
Computer Vision
Comparative Analysis
Image Processing
Code
Image Processing Techniques
Image Processing Techniques
Explored image compression and frequency filtering with JPEG and Fourier transforms.
Computer Vision
Image Processing
Code
AI Nexus Website
AI Nexus Website
Developed the official website for the AI Nexus Club.
Software Development
Web Development
Web Design
Code
40 Tasks to Learn Image Manipulation
40 Tasks to Learn Image Manipulation
A list of 40 tasks related to image processing.
Computer Vision
Image Processing
Code
Exploring Algerian Forest Fire Data
Exploring Algerian Forest Fire Data
A mini-project focused on exploratory data analysis and visualization of Algerian forest fire data.
Data Analysis
Exploratory Data Analysis
Code
Product Stocking Optimization
Product Stocking Optimization
A desktop application for managing hazardous materials and optimizing product stocking.
Software Development
Software Development
Code

Get in Touch

I'm always interested in new opportunities and collaborations. Feel free to reach out through any of these platforms.

GitHub
@MoncefDj
LinkedIn
Moncef Djezzar
Email
djezzar.moncef@univ-ouargla.dz

Based in Ouargla, Algeria • Available for Remote Work