Open to opportunities

Aya Dorra Hraiech

@ayadorrahraiech

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Passionate AI Engineer with expertise in machine learning and UI/UX design.

Tunisia

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What I'm looking for

I am looking for a dynamic work environment that fosters innovation and collaboration, where I can contribute to impactful AI projects and grow my skills in machine learning and design.

I am a passionate AI Engineer with 2 years of cross-disciplinary experience in machine learning, IT project management, UI/UX design, and data-driven marketing. As a fresh graduate with a strong foundation in building scalable machine learning solutions and intuitive interfaces, I thrive on creating innovative technologies that enhance user experiences.

During my time as a Machine Learning Engineer, I developed a Google Earth Engine pipeline that significantly improved urban heat mapping accuracy by 22%. I also led the development of a multi-agent system, CrewAI, which boosted content output by 50% through automated blog generation. My role as a Scrum Master increased team productivity by 37% over three months, showcasing my ability to lead and inspire teams towards achieving their goals.

In addition to my technical skills, I have a keen eye for design, having created functional prototypes and optimized workflows through user research and interface improvements. I am excited to leverage my diverse skill set to drive impactful projects in the AI and tech space.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

NextAV

Sep 2024 - Present (11 months)

Developed a Google Earth Engine pipeline for super-resolution LST downscaling, enhancing Landsat thermal imagery and improving urban heat mapping accuracy by 22%. Led the development of an AI-powered content marketing platform using a multi-agent system (CrewAI) and Flask backend, significantly boosting content output and reducing workload. As Scrum Master, increased team productivity by 37% over

NLP Computer Vision Python PyTorch TensorFlow Crew AI Google Earth Engine Flask Scrum

UI/UX Designer

Leanios

Jun 2023 - Aug 2024 (1 year 2 months)

Designed a functional Figma prototype for an MES/MOM system, conducting user research and creating UML diagrams to optimize manufacturing workflows. Led rebranding efforts and improved interface usability, reducing training time by 30% through intuitive dashboards and alert systems.

Figma UML UI UX Design User Research Prototyping Illustrator Photoshop Canva

Education

Degrees, certifications, and relevant coursework

Ecole Pluridisciplinaire Internationale

Software Engineering Diploma, Software Engineering

Completed a comprehensive program in Software Engineering, gaining expertise in various aspects of software development and project management. Focused on building scalable solutions and intuitive interfaces.

Ecole Polytechnique De Sousse

Pre-Engineering Cycle, Engineering

Undertook a rigorous Pre-Engineering Cycle, building a strong foundation in core engineering principles. Prepared for advanced studies in various engineering disciplines.

Ecole Internationale Française

French Highschool Diploma, General Studies

Obtained a French Highschool Diploma, demonstrating proficiency across a broad range of subjects. Developed strong academic skills and a solid educational background.