Marouan T K

– Redefining AI & Cybersecurity education for the next generation of innovators

– Freelance AI consultant delivering end-to-end ML solutions with expertise in Generative AI, LLMs, VLMs, NLP, and Computer Vision – Focus on MLOps, production-ready deployments, and strategic AI consulting for digital transformation

– Development of deep learning based applications for highway infrastructures.

– Growth hacking for the Lion Executive program, a training program for large corporate groups.

– Worked at the Center for Computational Learning Systems in the field of speech recognition, machine learning, and reactive point processes. – Researched ways to predict hot spots of keyword detections in audio conversations using a non-homogeneous Poisson process, based on the work by Ertekin, Cynthia Rudin, and Tyler McCormick on Predicting Power Failures with Reactive Point Processes (RPP). – Hypothesized that conversations have similar exciting properties to Manhattan's manholes, sampling conversations per language over time to identify serious 'manhole events' (correct keyword detections).