Damaris M.

Key Skills

Software

Sama

Other

Top Subject Matter

Data annotation for machine learning (image labeling).

3D LiDAR video annotation for machine learning.

N/a Domain Expertise

Top Data Types

Image

3D Sensor

Video

Document

Text

Top Task Types

Classification

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Data annotation (Image labeling) - Sama NBO branch. Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Sama, Other, and N. Education includes Bachelor of Science, South Eastern Kenya University (2018) and Certificate in Virtual Assistant, ALX Africa (2025). AI-training focus includes data types such as Image, 3D Sensor, and Video and labeling workflows including Classification, Data Collection, and Evaluation.

Labeling Experience

Data annotation (3D LiDAR video labeling) - Sama NBO branch

Other3D SensorData Collection

Used 3D LiDAR tools to annotate video content for machine learning. Generated annotations that support model training from sensor-derived data. Maintained annotation accuracy according to project requirements. • Annotated videos using 3D LiDAR tooling. • Applied ML-oriented labeling methods to sensor data. • Ensured data quality for training ingestion. • Supported labeling objectives within the project.

2021 - 2023

Data annotation (Image labeling) - Sama NBO branch

SamaImageClassification

Performed image annotation and labeling tasks following dataset guidelines. Produced labeled outputs suitable for downstream machine learning use. Ensured consistency and quality across annotation work. • Annotated and labeled images. • Followed labeling instructions and quality checks. • Prepared data for ML training workflows. • Coordinated tasks as part of the Sama NBO branch work.

2021 - 2023

Data Science training - ACWICT

Other

Completed Data Science training at ACWICT focusing on tools used in data analysis and ML workflows. The curriculum emphasized programming and query skills used to support AI development. While not explicitly described as data labeling, the training aligns with AI/data preparation knowledge. • Trained in Microsoft Excel for data handling. • Learned SQL for data querying and manipulation. • Used R Studio for data analysis. • Acquired general data science skills for ML workflows.

2021 - 2021

Data annotation training - SAMASCHOOL

SamaImagePrompt + Response Writing (SFT)

Completed a data annotation training program at SAMASCHOOL to learn practical annotation workflows. The training covered dataset preparation concepts and labeling fundamentals relevant to ML projects. Applied learning to annotation tasks as part of the course curriculum. • Participated in SAMASCHOOL data annotation training. • Learned core annotation workflow concepts. • Built skills for ML-oriented labeled datasets. • Completed coursework within the training timeframe.

2020 - 2020

Hotel manager / Head cook - Antovicker Hotel (not AI/data labeling focused)

VideoClassification

Completed responsibilities focused on hotel operations without explicit AI training or data labeling deliverables. No direct data labeling tasks were described for this period. Therefore, no specific annotation output types can be reliably extracted from the resume. • Hotel manager responsibilities. • Head cook responsibilities. • Customer satisfaction and complaint resolution. • Supplier negotiation and process improvements.

2019 - 2020

Show more

Education

Work History