Certifications & Skills

Professional Skills

Machine Learning

• Frameworks & Libraries: TensorFlow, Scikit-learn, PyTorch
• Specialties: Model Development, Hyperparameter Tuning, Neural Networks

Computer Vision

• Technologies: CNN Architectures, Image Classification, Object Detection
• Applications: Medical Imaging, Facial Recognition, Synthetic Image Generation

Natural Language Processing (NLP)

• Tools: Transformers, NLTK, SpaCy, GLiNER
• Capabilities: Text Classification, Sentiment Analysis, Named Entity Recognition

Data Science

• Skills: Data Analysis, SQL, Database Management, Statistical Modeling
• Visualization: Matplotlib, Seaborn, Tableau

Certifications & Courses

Programming Languages

• Programming for Everybody (Getting Started with Python): University of Michigan, Grade: 99.17%
• Introduction à la programmation orientée objet (en Java): EPFL, Grade: 95.34%
• Getting Started with AWS Machine Learning: AWS, Grade: 100%

Data Science & Analysis

• What is Data Science: IBM, Grade: 97.00%
• Databases and SQL for Data Science with Python: IBM, Grade: 100.00%
• Data Analysis with Python: IBM, Grade: 95.64%

Deep Learning & Neural Networks

• Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization: DeepLearning.AI, Grade: 99.20%
• Neural Networks and Deep Learning: DeepLearning.AI, Grade: 95.70%
• Clustering Geolocation Data Intelligently in Python: Coursera Project Network, Grade: 100.00%

Natural Language Processing

• NLP with Classification and Vector Spaces: DeepLearning.AI, Grade: 100.00%
• Applied Text Mining in Python: University of Michigan, Grade: 93.05%

Computer Vision & Medical AI

• Emotion AI: Facial Key-points Detection: Coursera Project Network, Grade: 100.00%
• AI for Medical Diagnosis: DeepLearning.AI, Grade: 100.00%
• AI for Medical Treatment: DeepLearning.AI, Grade: 100.00%
• AI for Medical Prognosis: DeepLearning.AI
• Classification with Transfer Learning in Keras: Coursera Project Network, Grade: 100.00%
• Generate Synthetic Images with DCGANs in Keras: Coursera Project Network, Grade: 100.00%