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Agamile Ronald

@agamileronald

Data Annotation Specialist at CloudFactory, validating image, video, and text datasets for computer vision and NLP training.

Uganda

Message

At CloudFactory, I annotate and validate image, video, and text datasets for computer vision and NLP model training pipelines. I work on bounding boxes, polygon segmentation, NER tagging, and RLHF ranking, maintaining a 98%+ precision rate.

I review edge cases with machine learning engineers to refine annotation guidelines and resolve data ambiguity. I also conduct peer quality audits to identify labeling discrepancies and reduce model noise before training.

Previously, at Sama, I annotated and validated datasets for computer vision and NLP pipelines, carrying out bounding box, polygon segmentation, NER tagging, and RLHF ranking tasks with a 98%+ precision rate.

Before moving into data annotation, I evaluated loan applicants’ creditworthiness, financial statements, and risk profiles at VisionFund Uganda. I also worked in lead generation at Absa Group and bancassurance at UAP Old Mutual Uganda, and earned a BBA in Accounting and Finance from Makerere University.

Experience

Work history, roles, and key accomplishments

Current

Data Annotation Specialist

Current

CloudFactory

Sep 2026 - Present (1 month)

Annotate and validate complex image, video, and text datasets for CV and NLP model training pipelines.

Execute bounding box, polygon segmentation, NER tagging, and RLHF ranking tasks maintaining a 98%+ precision rate.

Review edge cases with machine learning engineers to refine annotation guidelines and resolve data ambiguity.

Conduct peer quality audits to identify labeling discrepancies and re

Data Annotation Specialist

Sama

Sep 2022 - Sep 2026 (4 years)

Credit Officer

VisionFund Uganda

Oct 2019 - Sep 2022 (2 years 11 months)

Evaluated creditworthiness, financial statements, and risk profiles of high-volume loan applicants, ensuring adherence to regulatory compliance and internal underwriting guidelines.

Lead Generator

Absa Group

Mar 2017 - May 2019 (2 years 2 months)

I played a key role in driving business growth by identifying and qualifying potential clients, building strong community connections, and supporting the branch’s sales pipeline.

I engaged prospects through targeted outreach, conducted needs assessments to match them with suitable financial solutions, and collaborated closely with Relationship Managers to ensure smooth onboarding.

By combining

Bancassurance Specialist

UAP Old Mutual Uganda

Jul 2016 - Apr 2017 (9 months)

As a Bancassurance Specialist at UAP Old Mutual, I specialized in integrating insurance solutions within banking operations to deliver value to clients and drive revenue growth. My role involved promoting tailored insurance products, advising customers on risk management, and ensuring seamless policy onboarding through Centenary Bank channels.

I collaborated with branch teams to identify client