Mexican, born in Guadalajara and raised in Hermosillo, Sonora, where she currently resides and works as the Academic Operations Manager at the CertifiED Learning and Development Institute. In this role, she coordinates various educational programs and English language certification courses offered by the Institute. This responsibility has significantly contributed to her professional growth and development over the past 10 years. Mariana has experience as an English language teacher in EFL (English as a Foreign Language) courses, teaching the language at all educational levels, in corporate settings, and through tutoring programs. She holds several certifications in language teaching and has experience as an academic coordinator for online language schools and other educational roles, including instructional design for teaching platforms, courses, diplomas, and certification creation. Mariana has also participated as a speaker in conferences, discussing topics related to teaching methodologies, the new Mexican education system with expected learning outcomes and English language competencies, as well as Artificial Intelligence, comple