KUKARAMAGE User
@karamageobes
Data analyst and AI trainer specializing in annotation, QA, and data integrity for ML pipelines.
CanadaWhat I'm looking for
I am an experienced data analyst and AI trainer with hands-on leadership in annotation, quality assurance, and database management for machine learning applications.
At Zipline I progressed from Autonomy Data Annotation Engineer to Coordinator, leading vision annotation and QA, scaling pipelines, and aligning operations to autonomy objectives.
In parallel at Micro1 I managed annotator and QA teams for LLM training data, implemented feedback loops, and optimized workflows to improve accuracy and efficiency.
My background also includes operations and data management work where I designed databases, compiled reports, and supported IT microservices—bringing a pragmatic, process-driven approach to ensuring data quality and model-ready datasets.
Experience
Work history, roles, and key accomplishments
ZIPromoted to lead Vision Annotation & QA work-stream, overseeing a cross-functional team and scaling annotation and QA pipelines to meet evolving ML model requirements for autonomous drone operations.
Human Data Manager
Micro1 Inc
Jun 2025 - Present (3 months)
Lead annotators and QA reviewers to ensure high-quality, guideline-compliant data for LLM training and implemented feedback loops and workflow optimizations to improve team efficiency.
ZILed aerial imagery annotation and developed QA procedures and visualization/reporting in Mode Analytics to track performance and improve annotation workflows for autonomy models.
AI Data Trainer
Micro1 Inc
Jan 2025 - Jun 2025 (5 months)
Reviewed and ensured quality of AI training data, provided annotator feedback, and optimized annotation processes to improve model performance while maintaining strict labeling guidelines.
Operations and Data Associate
Loxotech
Mar 2021 - Nov 2023 (2 years 8 months)
Managed database development and information integrity, ensured QA, responded to customer inquiries, and compiled reports while contributing to microservices design for education IT solutions.
Education
Degrees, certifications, and relevant coursework
IAInternational Institute of Business Analysis
Certificate: Business Analysis for Project Managers, Business Analysis
2023 - 2023
Completed a certificate in Business Analysis for Project Managers in August 2023.
PIProject Management Institute
Certificate: Project Management for Creative Projects, Project Management
2023 - 2023
Completed a certificate in Project Management for Creative Projects in August 2023.
Mount Kenya University - Kigali
Bachelor of Business and Information Communication Technology, Business and Information Communication Technology
2023 - 2023
Completed a Bachelor of Business and Information Communication Technology at Mount Kenya University Kigali in 2023.
PIProject Management Institute
Certificate: Emotional Intelligence for Project Managers, Emotional Intelligence for Project Management
2023 - 2023
Completed a certificate in Emotional Intelligence for Project Managers in 2023.
AIAfrica Management Institute
Certificate: Build Your Business, Entrepreneurship / Business Development
2020 - 2020
Completed the 'Build Your Business' course at the Africa Management Institute in June 2020.
Tech stack
Software and tools used professionally
Availability
Location
CanadaAuthorized to work in
Social media
Job categories
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