Hi, I’m Vanessa Whitbread. I am a resource teacher and AI training contractor based in Flin Flon, Manitoba, with a passion for inclusive education, strong organizational skills, and high-quality data annotation. I have experience supporting students with diverse needs and collaborating with classroom teachers to develop accommodations and inclusive practices. I also work as a freelance AI content evaluator and trainer, applying rigorous language assessment and educational evaluation to help improve AI systems. I stay calm under pressure, communicate clearly with families and colleagues, and enjoy bridging pedagogy and technology to support student success.…

Vanessa Whitbread

Hi, I’m Vanessa Whitbread. I am a resource teacher and AI training contractor based in Flin Flon, Manitoba, with a passion for inclusive education, strong organizational skills, and high-quality data annotation. I have experience supporting students with diverse needs and collaborating with classroom teachers to develop accommodations and inclusive practices. I also work as a freelance AI content evaluator and trainer, applying rigorous language assessment and educational evaluation to help improve AI systems. I stay calm under pressure, communicate clearly with families and colleagues, and enjoy bridging pedagogy and technology to support student success.…

Available to hire

Hi, I’m Vanessa Whitbread. I am a resource teacher and AI training contractor based in Flin Flon, Manitoba, with a passion for inclusive education, strong organizational skills, and high-quality data annotation. I have experience supporting students with diverse needs and collaborating with classroom teachers to develop accommodations and inclusive practices.

I also work as a freelance AI content evaluator and trainer, applying rigorous language assessment and educational evaluation to help improve AI systems. I stay calm under pressure, communicate clearly with families and colleagues, and enjoy bridging pedagogy and technology to support student success.

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Skills

Experience Level

Language

English
Fluent
French
Intermediate

Work Experience

Resource Teacher at Frontier School Division
September 4, 2022 - Present
Deliver individualized instruction and interventions for students with diverse needs, including pull-out sessions and in-class support. ​Develop and monitor IEPs, conduct assessments, and adjust strategies to align with curriculum goals and student needs. Collaborate with teachers, parents, and staff on progress documentation, behavioral supports, and inclusive practices.
Music Specialist at Creighton School Division
September 3, 2018 - June 30, 2022
Taught foundational music concepts to K-5 students through interactive lessons, rhythm activities, and group singing to build musical literacy and enthusiasm. Directed grade 6-12 band programs, leading rehearsals, performances, and skill development in instrumental techniques for concerts and events. Developed a comprehensive, sequential music curriculum spanning Kindergarten through Grade 12, designed with developmentally appropriate progressions to build foundational skills into advanced performance proficiency. Cultivated inclusive environments, adapted instruction for diverse learners, and collaborated with school staff to integrate music into broader curriculum goals.
Freelance AI Training Contractor at Outlier
December 1, 2025 - Present
Provide high-quality written evaluations, annotations, and task responses to support the training and refinement of AI language models. Apply grammatical knowledge, attention to detail, and professional judgment to assess accuracy, clarity, and safety of AI-generated content. Manage deadlines independently while balancing freelance responsibilities with full-time educational work.
K-5 Elementary Music / Grade 6-12 Band Teacher at Creighton School Division
September 1, 2018 - June 1, 2022
Created and implemented a full spectrum curriculum plan bridging Kindergarten to High School Band; developed strong working relationships with teachers, parents and students to propel school and departmental vision and goals through consistent communication; maintained student records and evaluated growth using technology; organized shows, recitals, and bookings.
Literacy / Numeracy Support Teacher at Frontier School Division
September 1, 2017 - June 1, 2018
Assisted struggling students to maintain progress levels by designing individualized lesson plans focused on areas for improvement using programs such as Barton, Essential Sight Words, LiPS, Math Recovery, and Guided Reading; collaborated with Resource Teacher to establish a school-wide Guided Reading program; performed student assessment and tracked measurable reading growth; maintained accurate records of progress and attendance.
Nursery / Kindergarten Teacher at Frontier School Division
January 1, 2017 - June 1, 2018
Delivered lesson plans, implemented school curriculum and used data to create, monitor and establish personalized learning plans for each student; cultivated language skills through traditional poems, nursery rhymes and riddles; created a child-centered learning environment with positive behavior support.
Freelance AI Content Evaluator at Micro1
December 30, 2025 - Present
Evaluate and assess AI-generated content for accuracy, quality, and alignment with project specifications; provide detailed feedback and annotations to support continuous improvement of AI systems; apply expertise in language assessment and educational evaluation to ensure high-fidelity evaluations; manage flexible remote work while maintaining full-time educational commitments.

Education

Bachelor of Education at University of Manitoba
September 6, 2004 - May 20, 2011
Bachelor of Music at University of Manitoba
September 6, 2004 - May 20, 2011
Integrated Education Graduate Diploma at Vancouver Island University
January 2, 2023 - June 26, 2026
Graduate Diploma: Inclusive Education (Special Education) at Vancouver Island University
January 11, 2030 - June 1, 2026
Bachelor of Education: Elementary / Middle Years, English Minor at University of Manitoba
January 11, 2030 - May 1, 2011
Bachelor of Music: Elementary / Middle Years Music at University of Manitoba
January 11, 2030 - May 1, 2011
Graduate Diploma: Inclusive Education (Special Education) at Vancouver Island University
January 11, 2030 - June 1, 2026
Bachelor of Education: Elementary / Middle Years, English Minor at University of Manitoba
January 11, 2030 - May 1, 2011
Bachelor of Music: Elementary / Middle Years Music at University of Manitoba
January 11, 2030 - May 1, 2011

Qualifications

Mental Health First Aid
January 1, 2024 - January 1, 2026
Violence and Threat Assessment Level 1
January 1, 2022 - January 1, 2026
Workplace Health and Safety Level 1
January 1, 2022 - January 1, 2026
Workplace Health and Safety “Workplace Inspections”
January 1, 2022 - January 1, 2026
First Aid Level C
January 1, 2021 - January 1, 2026
Restitution Level 1
January 1, 2014 - January 1, 2014
Restitution Level 2
January 1, 2017 - January 1, 2017
Français Oral Level 1
January 1, 2013 - January 1, 2026
Mental Health First Aid
January 1, 2024 - January 14, 2026
Violence and Threat Assessment Level 1
January 1, 2022 - January 14, 2026
Workplace Health and Safety Level 1
January 1, 2022 - January 14, 2026
Workplace Health and Safety - Workplace Inspections
January 1, 2022 - January 14, 2026
First Aid Level C
January 1, 2021 - January 14, 2026
Restitution Level 1
January 1, 2014 - January 14, 2026
Restitution Level 2
January 1, 2017 - January 14, 2026
Français Oral Level 1 – Université de Saint-Boniface
January 1, 2013 - January 14, 2026

Industry Experience

Education, Media & Entertainment, Healthcare, Non-Profit Organization, Retail, Life Sciences, Travel & Hospitality, Government, Professional Services, Software & Internet, Other

Skills

Experience Level