Freelancer profile translated to English.
Back to original languageAbout Khalil
Have an AI project, data analysis, or web application to develop? I can help you bring it to life quickly.
Master's student in AI at Caen, I work on concrete projects with measurable results: ML model with AUC 0.98 and Accuracy 93% on real clinical data, YOLOv8 object detection with mAP50 0.80, 3D skeleton reconstruction from LiDAR point clouds, and full-stack web application development.
What I can concretely deliver:
— Trained and evaluated ML model on your data
— Object or anomaly detection pipeline (Computer Vision)
— Python script for automation or data processing
— Web application with interface and backend API
— Exploratory analysis and visualization of your data
I adapt to your tools, communicate regularly on progress, and deliver on time. Available immediately remotely.
French
Native or bilingual
English
Conversational
Arabic
Fluent
Can work on-site
Caen (up to 50km), Paris (up to 50km), Rouen (up to 50km), Lille (up to 50km)
Experience
- Université de Caen Normandie — Master 1IAResearch Project — Human Skeleton Reconstruction from LiDAR Point CloudsHEALTH AND WELLNESSNovember 2025 - June 2026 (7 months)Caen, FranceAnnual research project (team of 4) focused on reconstructing a 3D human skeleton from LiDAR data for movement analysis (rehabilitation, sports, 3D animation).Work performed:• Acquisition and processing of LiDAR point clouds (RS-Helios-16P sensor, ~28,000 pts/frame)• Cleaning pipeline: filtering, voxel downsampling, outlier removal• Geometric segmentation: RANSAC (plane removal) + DBSCAN (clustering)• Implementation of an L1-medial contraction 3D skeletonization algorithm (extraction of 15 anatomical joints)• Integration with MediaPipe for RGB/3D fusion• Temporal smoothing pipeline (Savitzky-Golay filter, interpolation)• Animation of a 3D avatar in Unity using Inverse KinematicsResult: a complete system capable of transforming a point cloud sequence into an exploitable animated skeleton, with a PyQt6 visualization interface (4 synchronized views).Tools: Python, Open3D, NumPy, SciPy, MediaPipe, Unity, PyQt6, scikit-image.
- Maison de l'Intelligence Artificielle de l'Université Mohamed PremierCompetition — Plastic Waste Detection by Computer Vision (YOLOv8)ENVIRONMENTALJune 2024 - June 2024Oujda, MoroccoParticipation in a Computer Vision competition focused on automatic detection of plastic waste.Work performed:• Dataset creation and annotation• Training a YOLOv8 model for real-time object detection• Hyperparameter optimization to improve model accuracy• Performance evaluation on test setResult obtained: mAP50 of 0.80, enabling reliable detection in real-world conditions.Tools: Python, YOLOv8 (Ultralytics), OpenCV, PyTorch.Github
- École Supérieure de Technologie OujdaMachine Learning Intern — Predictive AnalysisHEALTH AND WELLNESSApril 2024 - July 2024 (3 months)Oujda, MoroccoEnd-of-year internship for a Bachelor's degree focused on predictive analysis of depression using a real dataset of the Bangladeshi population.Missions performed:• Data cleaning and preparation (feature engineering, missing value handling)• Handling class imbalance with SMOTE• Comparison of 12 Machine Learning models (Logistic Regression, Random Forest, SVM, XGBoost, etc.)• Testing 7 variable selection methods (including Boruta)• Rigorous evaluation using cross-validationResult obtained: best model (Logistic Regression + Boruta) with 93% Accuracy, 0.98 AUC, and 92% F1-score.Tools: Python, scikit-learn, pandas, numpy, imbalanced-learn.Github :
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Education
- Master's degree in Computer Science, AI and Human Factors trackUniversity of Caen Normandy CaenMaster informatique parcours IA et facteurs humains
- Professional Bachelor's degree in Decision InformaticsSchool of Technology2024Licence Professionnelle en Informatique décisionnelle