Himalayas logo
FM
Open to opportunities

Faith Munga

@faithmunga

Data reviewer and data entry specialist focused on accurate annotation, quality control, and process improvement.

Kenya
Message

What I'm looking for

I seek a role where I can apply data annotation and quality-control skills, work collaboratively on ML datasets, and contribute process improvements in a supportive, growth-focused team.

I am a dedicated data reviewer and data entry specialist with extensive experience in image annotation, data labeling and quality control for machine-learning projects. I have worked on projects evaluating annotated data to meet project standards and provided constructive feedback to improve datasets and processes.

I consistently preserve review confidentiality while identifying and resolving data problems, purging duplicates, and verifying records through correction or reentry. I have hands-on experience with data augmentation, annotation quality, and tools that support automatic data flow and labeling.

In client-facing and operational roles I handled cash transactions, prepared accounting reports, ran day-to-day shop operations, and maintained records of inquiries, demonstrating strong organizational and communication skills. I have also supported colleagues to improve performance and have been recognized as a top performer and team captain.

I bring strong computer skills, experience with large language models and Sama tools, and a customer-focused, change-oriented approach to deliver accurate, reliable datasets and practical recommendations to clients.

Experience

Work history, roles, and key accomplishments

SL

Data Reviewer

Samasource Kenya Limited

Mar 2018 - Apr 2025 (7 years 1 month)

Evaluated and reviewed annotated data to meet project standards, provided constructive feedback to improve datasets, and maintained data quality controls that reduced duplication and errors. Preserved confidentiality and assisted agents to improve performance.

Education

Degrees, certifications, and relevant coursework

KT

Kabete Technical Training

Certificate, Technical Training

2014 - 2014

Attended Kabete Technical Training and received a certificate in May 2014 related to technical and vocational skills.

TN

Temple College Nairobi

Certificate, Computer Applications

2012 - 2012

Completed a short Certificate program in Computer and Microsoft Office Suite at Temple College Nairobi in early 2012.

MS

Masaku Ndogo Secondary School

Kenya Certificate of Secondary Education, Secondary Education

2007 - 2010

Completed secondary education and obtained the Kenya Certificate of Secondary Education between 2007 and 2010.

Tech stack

Software and tools used professionally

Find your dream job

Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan
Faith Munga - Data Reviewer - Samasource Kenya Limited | Himalayas