Farah Arbi

My main responsibilities are: • Developing a Now-Casting Model for CO2 emissions in the European power and industrial manufacturing sectors • Conducting extensive data collection, statistical modeling, and trend analysis to ensure precise emission estimates • Performing model review and model validation. • Developing advanced Excel dashboards to deliver actionable insights to clients • Automating data preprocessing and analysis workflows to streamline the data pipeline

My responsibilities were: • Scraped data using Selenium Python and BeautifulSoup and preprocessed data for model training • Developed fine-tuned NLP models capable of understanding human-like dialogue using generative AI and LLMs (GPT, LLAMA-2), Adjusted hyperparameters, and evaluated model performance • Conducted research and experiments to test new technologies in NLP and Generative AI to improve model performance • Documented models, methods, and results for future reference