Having worked extensively with Machine Learning and Artificial Intelligence, I am very comfortable in building the kind of ML-based course recommender system you're looking for. Data collection is a crucial factor in such systems and using employee reviews to understand their interests would be my forte. As a data-driven professional, I truly believe that "In God we trust, all others bring data." My expertise in data analysis and cleaning will make sure that the quality of data input leads to valuable recommendations.
I've had multiple opportunities to build and deploy models containing different variables from varied sources; something that aligns closely with your specific needs. Additionally, coming from a Machine Learning background means I have a solid understanding of the professional development processes involved in upskilling employees.
Moreover, my project execution technique, focusing on competitive bidding for cost-effectivity, clear communication for mutual understanding of goals & timelines and payment upon satisfaction for reducing your financial risk; reinforces my commitment to producing high-quality work while respecting your bottom line. Trust me once with your system's development and let's take those jobs to the next level together!