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Work Background
Data AnnotationAI Trainer / Data Annotation Specialist
Jan. 2024Ontario, Canada- Annotate, label, and structure large datasets to support NLP and machine learning models.
- Evaluate and edit AI-generated outputs and peer submissions, ensuring compliance with rigorous quality standards.
- Conduct quality assurance reviews, providing actionable feedback to improve accuracy and consistency.
- Balance technical data annotation skills with transferable strengths in attention to detail, problem solving, and collaboration.
Facilitation WorksWorkshop Facilitator
Nov. 2023Perth, Ontario, CanadaEstablished marketing funnel for business, including deciding on software use and writing downloadable resource with % conversion to product sales
Designed advertisement campaigns for Meta ads, reaching over 100 000 audience members for potential views and funnel interaction
Facilitate workshops focusing on improving meeting outcomes and company training processes based on interviews with business leaders and company KPIs and OKRs
Implemented AJ&Smart’s Design Sprint 2.0 workshop to successful bring product ideas to prototype stage in only four days
Upper Canada District School BoardProject Co-ordinator, System Change Project
Sep. 2016 - Jun. 2021Brockville, Ontario, CanadaLed agile meetings to address program goals, using gathered data to assist Board leaders in modifying processes and develop policies linked to mission statements. Spearheaded system change initiative focusing on building teacher efficacy and developing positive school culture resulting in significant increase in employee retention and a 87% decrease in negative student behaviour in monitored school centres.
Created and implemented training for 1000+ employees from multiple unions and staffing groups, presenting to groups of 10 to 300 people in-person, online and in blended meetings.
Upper Canada District School BoardCareer Coach, Staff Development
Sep. 2016 - Jun. 2021Brockville, Ontario, CanadaCoached 100+ educators 1:1 to build capacity in classroom management, teaching strategies, meeting personal goals and building self-efficacy. 98% of teachers surveyed reported increased confidence in teaching curriculum, better ability to meet student needs and the desire to continue the coaching relationship.
Upper Canada District School BoardWorkshop and Training Facilitator
Sep. 2016 - Jun. 2021Brockville, Ontario, CanadaDeveloped and led workshops to facilitate setting system initiatives, creating effective team processes, building system leadership and establishing formats for meetings using multiple workshop exercises.
Facilitated meetings and workshops involving internal and external organizations, setting agendas and documenting outcomes to ensure goal attainment.
Created and led staff onboarding and training to support system goal achievement and policy mandates resulting in the training of 1000+ staff to meet employer objectives. Designed, implemented and wrote user guide and training files for Enterprise software module used by 600+ staff for reporting purposes.
Upper Canada District School BoardTeacher
Jan. 1998 - Jan. 2024Perth, Ontario, CanadaTaught grades 1 to 12 as classroom and special education teacher
Division lead in ELA instruction, gathering and interpreting data to inform policy and mission statements, resulting in 72% of students meeting provincial standards in this area of study
Established process to implement new areas of curriculum, training 32 staff and teaching 250 students how to program using Python language
Presented at staff symposiums, talking to groups of over 200 educational leaders and staff members about subjects in special education, behavioural science, classroom management and how to use instructional theories and UX design for student and adult engagement and learning application.
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