Marwan is an AI engineer and member of the Anyscale training team where he teaches on data engineering and large scale AI. He has previously led roles as the founding engineer of a supervised deep-learning startup in the financial sector and the cofounder of a real estate analytics startup. He holds a masters of engineering from MIT and a bachelors of engineering from AUB.