10/09/2026 updated

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Data Scientist & AI Engineer

Sfax, Tunisia
Worldwide
Research Master's in Data Science (M2)
Sfax, Tunisia
Worldwide
Research Master's in Data Science (M2)

Profile attachments

cv_abdelmalek_abed.pdf

About me

As a junior AI/ML engineer, I am eager to build a robust portfolio through my experiences.

Artificial IntelligenceData AnalysisGitHubPython (Programming Language)Machine LearningTensorFlowData SciencePyTorchReact.jsDeep LearningGenerative AIConvolutional Neural NetworksBackendKerasFastAPIpandasScikit LearnData AnalyticsMachine Learning OperationsFront End Software DevelopmentArtificial Intelligence Markup Language (AIML)
Machine Learning & Deep Learning
Expertise in machine learning and deep learning frameworks including Scikit-learn, PyTorch, TensorFlow, Keras, and XGBoost. Development of convolutional neural networks, reinforcement learning systems, and fine-tuned NLP models for real-world applications.

Data Analysis & Visualization
Proficiency in data analysis and visualization tools such as NumPy, Pandas, R, Matplotlib, Seaborn, Power BI, and Plotly. Building interactive dashboards and KPI reporting systems for business insights.

AI Platform Development
Development of end-to-end AI/ML platforms integrating hybrid time-series models, LLM-powered analysis, and recommendation agents, served via FastAPI and React.

Programming Languages
Strong command of Python, R, C/C++, and Java for scientific computing, data engineering, and application development.

Databases
Experience with relational database systems including MySQL, Oracle, and SQLite for data storage, retrieval, and structure optimization.

Computer Vision
Application of computer vision techniques using YOLOv8, DeepSORT, and OpenCV for real-time object detection, tracking, and queue monitoring systems.

Mathematics
Strong foundation in Linear Algebra, Probability, Statistics, and Optimization, applied to modeling and engineering problem-solving.

Version Control
Use of Git and GitHub for source code management, collaboration, and version tracking in software and data science projects.

Full-Stack Web Development
Development of full-stack web applications using React.js and Flask, including analytics dashboards with interactive KPIs and ticket management features.

Experience

Professional experience0 - 5 years
Freelancer since2025

Languages

EnglishFluentFrenchFluent

Project history

Data Scientist & AI Engineer Intern

Sofrecom Tunisia (Orange Group)
Developed an end-to-end AI/ML platform for French electricity price forecasting, integrating hybrid time-series models, LLM-powered news analysis, and an AI recommendation agent, served via FastAPI and React.

Traffic Signal Optimization (PFA2)

Academic Project
Designed and implemented a multi-agent reinforcement learning system (Q-Learning, DQN, PPO) integrated with the SUMO traffic simulator to optimize signal timing, reducing congestion and improving flow efficiency.

Pneumonia Classification from Chest X-Ray Images

Academic Project
Developed and trained a convolutional neural network on chest X-ray images for pneumonia detection, applying data augmentation and model optimization to achieve high diagnostic accuracy.

Smart Queue Monitoring System

Academic Project
Built an AI-powered queue analytics system with real-time person detection, tracking, zone-based wait-time estimation, and an interactive dashboard featuring synchronized video playback, live KPIs, dynamic charts, and CSV export for business insights.

BERT-Based Sentiment Analysis Application

Academic Project
Developed a real-time web application for sentiment analysis using a fine-tuned BERT model trained on 350k+ Amazon reviews, featuring an interactive Streamlit interface, batch processing, and dynamic visualizations.

Data Analyst Intern

Primatec Engineering - KPIT
Developed Jira Manager Pro, a full-stack web application (React.js + Flask) for ticket management, featuring an analytics dashboard with interactive KPIs including ticket trends, resolution time, and priority/type distribution.

Web/Data Intern

MTD-Group, Sfax
Built admin-side modules for sales, inventory, and reporting, and improved data structure for better KPI extraction. Implemented efficient data retrieval and contributed to automated reporting and dashboard performance.

Certificates

Supervised Machine Learning

Coursera (Standford / DeepLearning.AI)

2026

Intro to Machine Learning Kaggle Certification

Kaggle

2025

Data Scientist Associate certificate

Data Camp

2025

Microsoft Azure AI Fundamentals

Microsoft

2024

Azure Data Fundamentals

Microsoft

2024


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