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Annotated and quality-checked datasets for machine learning projects, collaborated with data scientists to refine guidelines, and implemented feedback to improve processes.

Advised clients on job opportunities aligned with immigration status, developed resumes and interview preparation materials, and coordinated employer networking and employability workshops.

Created and implemented engaging English lesson plans, assessed student progress, and applied psychological techniques to improve motivation and learning.

Provided accurate, culturally adapted translations across industries, managed client communication, and performed quality assurance and editing to ensure clarity.

Developed and delivered EFL lesson plans, conducted language assessments, and applied teaching psychology to enhance student engagement and outcomes.

Designed and delivered curriculum-tailored English lessons, assessed student progress, and fostered inclusive classrooms that improved language proficiency.

Assisted in flight training, conducted pre-flight inspections, and developed navigation and aircraft systems familiarity under certified instructors.

Led development of a hydraulic airplane simulation, performed testing and evaluation, and provided aviator expertise to improve simulation accuracy and team understanding.

Completed a Master's degree in Translation Studies with advanced training in translation theory and practice.

Completed a Bachelor's degree in Language Interpretation and Translation focusing on interpretation and translation skills.

Completed an Associate's degree in Private Pilot License (PPL) program with practical and theoretical aviation training.