"Mari is an excellent professional, with whom I really enjoy working due to her exceptional dedication and organization. She is able to talk, motivate, and hold the team accountable with great skill. She has full command of ClearSale's products, understanding both the current state and the future vision of the products. She also stands out in the AI area, deeply mastering each part of the chatbot built, from the beginning with Copilot to the current use of OpenAI. She has already managed to involve several teams in its use and today is an unquestionable AI reference within ClearSale. The disclosures and presentations of the projects she carries out are also excellent."

"Mari has an excellent business vision and manages to bring it into the technical world, conversing as equals with the team without difficulties and obstacles. She has great analytical vision and is able to foresee situations frequently, in which most of the time when identified, they have already been raised and addressed by her. She has excellent relationships not only within the area but also in partner areas, with great communication, empathy, and fluidity. The writing of user stories is always impeccable and the way she brings demands to the team generates no doubts or questions. The first time we started working together was this year and it seems like we've been together for decades, I really admire her work and attitude!"

"Mariana is an extremely dedicated and committed professional who acts with agility on all topics, especially the most critical ones, which reinforces her sense of urgency and ownership feeling in dealing with challenges and conducting day-to-day activities. She has the ability to understand issues/problems and seeks, in partnership with other areas, to establish ways to solve them."

"Mari is the type of professional I look up to and wish to become one day. 🤗 ❤️ She directs us effectively so that our results deliveries are carried out exceptionally, but without forgetting that 'The Professional is a person!'. Furthermore, she is actively contributing to the squad (Innovated by bringing AI to ChatPDT to assist other areas - Commercial). I am grateful for the contribution she has made to my professional career."

"Mari, I wanted to thank you for all the exchange in these last months regarding knowledge transfer and process alignment in Support Globalization. You are a dedicated, friendly person who weighs things just right. It's a pleasure to discuss and hear your directions about AppFraud. People like you are few when we talk about project management. Keep it up, because you generate a lot of value here."

"My mentorship with Mari started a few years ago, when I was still an intern. Her guidance, patience (and of course, the wake-up calls) were crucial to my development – and continue to be! The years have passed, and today, working as a Product Manager, even though I no longer have a fixed mentorship schedule with her, she remains one of the main references I have in the world of Products and organization. Thanks for everything, Mari!"