Mike Mugerwa

Key Skills

Software

Sama

CVAT

Labelbox

Top Subject Matter

Visual Machine Learning Data

Business Documents

Top Data Types

Image

Document

Video

Top Task Types

Bounding Box

Classification

Polygon

Freelancer Overview

Data Annotation Associate. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sama and Other. Education includes Bachelor of Science, Makerere University (2013). AI-training focus includes data types such as Image and Document and labeling workflows including Bounding Box and Classification.

Labeling Experience

Data Annotation Associate

SamaImageBounding Box

As a Data Annotation Associate at Samasource Uganda LTD, I performed tasks including bounding box annotation, segment annotation, semantic annotation, and polygon annotation. My core responsibilities involved labeling and categorizing various forms of visual data for machine learning applications. The work required a meticulous approach and adherence to detailed annotation protocols to ensure high-quality datasets for AI training. • Conducted precise annotation using bounding boxes and polygons. • Performed semantic segmentation and categorization of images. • Utilized internal and proprietary annotation tooling. • Worked both independently and collaboratively in large-scale projects.

As a Data Annotation Associate at Samasource Uganda LTD, I performed tasks including bounding box annotation, segment annotation, semantic annotation, and polygon annotation. My core responsibilities involved labeling and categorizing various forms of visual data for machine learning applications. The work required a meticulous approach and adherence to detailed annotation protocols to ensure high-quality datasets for AI training. • Conducted precise annotation using bounding boxes and polygons. • Performed semantic segmentation and categorization of images. • Utilized internal and proprietary annotation tooling. • Worked both independently and collaboratively in large-scale projects.

2018 - Present

Data Curator (Freelance)

OtherDocumentClassification

As a freelance Data Curator for Veeva Systems, I was responsible for curating and classifying document-based datasets for AI-driven content management systems. I reviewed, annotated, and categorized large volumes of documents to enable accurate retrieval and analytics for end users. This role involved applying strict quality and compliance standards during the annotation process. • Performed data curation and classification on various business documents. • Ensured compliance with industry-specific regulations. • Collaborated remotely with a distributed team. • Maintained meticulous records of annotated data.

As a freelance Data Curator for Veeva Systems, I was responsible for curating and classifying document-based datasets for AI-driven content management systems. I reviewed, annotated, and categorized large volumes of documents to enable accurate retrieval and analytics for end users. This role involved applying strict quality and compliance standards during the annotation process. • Performed data curation and classification on various business documents. • Ensured compliance with industry-specific regulations. • Collaborated remotely with a distributed team. • Maintained meticulous records of annotated data.

2021 - 2023

Education

Work History