Charbel Tannous Email & Phone Number

Montreal, Quebec, Canada

• Developed and implemented various machine learning models, including a custom bagging neighbor model, achieving a 77% validation balanced accuracy for a cardiac catheterization project.• Utilized SMOTE and SMOTE-ENN techniques to address class imbalance, improving model performance by 15%.• Applied dimensionality reduction techniques (PCA, Isomap) and optimized model performance through cross-validation and Bayesian optimization.• Developed a PyTorch neural network model to predict adverse heart conditions, achieving 85% accuracy through advanced optimization techniques and RayTune for hyperparameter tuning.

Montreal, Quebec, Canada

•Acquired extensive knowledge of over 50 different mobile phone models and networks of Canada,such as Bell, Telus, and Rogers.• Assisted and advised an average of 16 customers per shift, resulting in a 90% customersatisfaction rate.• Utilized my strong sales and communication skills to effectively market and sell mobile phoneproducts to customers.

Montreal, Quebec, Canada

• Efficiently managed multiple tasks in a fast-paced environment, consistently meeting or exceeding service time targets while handling up to 50 customer orders per hour.• Collaborated effectively with a diverse team to ensure smooth operations during peak hours, demonstrating strong adaptability • Demonstrated quick learning and adaptability by learning new procedures and technologies, including digital ordering systems and mobile app integration.

Creating amazing visual effects is one of my hobbies and passions. I use Blender and other tools to create realistic and immersive VFX for various projects. I have skills in modeling, animation, dynamic simulations, and rendering that I demonstrate on my ArtStation page: https://charbeltannous.artstation.com/