• Hi, I am Oumnia 👋

• 👀 I’m a Machine Learning and Deep Learning enthusiast
• 💞️ I’m looking to collaborate on ML or NLP (NLTK, TF-IDF, Naïve Bayes, Latent Dirichlet or RNNs) on open source projects
• 📄 Know about my experiences: Resume
• 📫 How to reach me : LinkedIn

Technical skills:

• Data Sourcing & Analysis with NumPy and pandas: Sourcing data from CSV, databases (SQLite) , API (requests) or web (Beautiful Soup). V
• Visualizing data with seaborn and plotly.
• Machine Learning with scikit-learn: Pre-processing with transformers & pipeline. Linear & Logistic regression. KNN. SVM. Ensemble methods (decision trees, bagging, boosting, ...).
• Time series (SARIMA). NLP (NLTK, TF-IDF, Naïve Bayes, Latent Dirichlet)
• Deep Learning with TensorFlow and Keras: Dense neural networks. CNN for image processing. RNN for time series and NLP (embedding with Word2Vec). GAN for images generation. -Data Engineering: CI with github, CD with Docker and Cloud Run, ML iteration with MLFlow, Scaling training with GCP. Front-end with Streamlit.

Soft skills:

• fast-learner, autonomous, driven by continuous learning, enthusiastic, cheerful

Projects

ele.GAN.t facades using cGan here