Currently working on the similar project come to chat will show, Sentiment Analysis & Recommendation System, Language Processing Task: From my career, I have demonstrated aptitude and proficiency in Natural Language Processing techniques, particularly within an Arabic language context which proves to be a valuable asset for your project. I can proficiently handle Excel datasets and process text data, ensuring your dataset is efficiently prepared for the powerful training the araBERT model requires.
Machine Learning Expertise: Having a distinguished role in the field of Artificial Intelligence (AI) for over 12 years, I have ample experience and strong abilities in various aspects of AI including machine learning. My expertise extends to implementing the advanced ML algorithms needed for aspect-based sentiment analysis, as well as training models, evaluating accuracy and fine-tuning them to optimize results. This quality experience can effectively serve your project with the quality you seek.
Localized Perspective: Your project primarily focused on Arabic. As a result, my extensive work with Arabic-language datasets and NLP techniques gives me a unique edge for your project. My previous projects include similar tasks such as building sentiment analysis models and recommendation systems. Moreover, notable experiences in neural networks using libraries like TensorFlow, Keras, PyTorch, and OpenCV enhance my understanding of your requirements.