Open to opportunities

Ritah Munyoki

@ritahmunyoki

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IT professional and AI specialist delivering data-driven AI and analytics solutions.

Kenya

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What I'm looking for

I seek roles where I can apply AI model training and data analysis skills, work cross-functionally, drive ethical ML solutions, and grow into leadership on impactful projects.

I am an accomplished IT professional and AI specialist with over 8 years' experience spanning traditional IT, AI/ML model training, data analysis, software development, and digital marketing solutions. I have trained and fine-tuned large language models, led data annotation and quality assurance, developed prompt engineering strategies, and produced performance reports that improved model accuracy and reliability.

My background includes senior field marketing and merchandising, field data collection and survey work, and hands-on technical support — giving me a strong blend of technical, analytical, and stakeholder-facing skills. I work independently with high integrity, emphasize ethical AI development and bias detection, and collaborate across teams to deliver measurable business and technical outcomes.

Experience

Work history, roles, and key accomplishments

Current

AI Training Specialist

Current

Outlier AI

Jan 2023 - Present (2 years 9 months)

Train and fine-tune large language models, conduct data annotation and QA, and implement prompt engineering to improve model accuracy and performance; produce performance reports and enforce ethical AI practices.

Data Annotation Prompt Engineering Model Evaluation Quality Assurance Performance Metrics Data Curation

Senior Field Marketer

Tradco Services Ltd

Jul 2016 - Jan 2023 (6 years 6 months)

Planned product ranges and sales/stock plans, optimized product placement and promotions to increase sales and profitability, and performed market and bestseller analysis using specialist software.

Merchandising Sales Forecasting Market Analysis Visual Merchandising Data Visualization Inventory Planning Competitive Analysis Digital Marketing

Field Officer / Data Clerk

Vestergaard Frandsen

May 2013 - Jan 2015 (1 year 8 months)

Managed distribution and user education for LifeStraw filters, performed technical maintenance, collected and maintained household survey data, and compiled deployment performance metrics for reporting.

Field Data Collection Survey Management Data Entry Technical Support Reporting Data Integrity Community Education

Field Surveyor

Vestergaard Frandsen - Uamuzi Bora Organization

Apr 2013 - May 2013 (1 month)

Conducted water quality sampling and health surveys, coordinated laboratory analyses, and gathered regional water sales and child health statistics for program and market analyses.

Laboratory Coordination Data Analysis Report Writing

Cyber Attendant

West FM ICT Centre

Feb 2013 - Apr 2013 (2 months)

Provided technical support for software and Microsoft Office, delivered digital services including encoding and printing, and maintained facility equipment and customer service standards.

Technical Support Microsoft Office Digital Services File Management Customer Service Equipment Maintenance Data Entry Troubleshooting

Education

Degrees, certifications, and relevant coursework

African Institute of Research and Development Studies

Bachelor of Science, Information Communication Technology

2013 - 2017

Completed a Bachelor of Science in Information Communication Technology with coursework in software development, database management, network administration, and data analysis.

West FM ICT Centre

Certificate, Computer Applications

2012 - 2012

Grade: Distinction

Completed a Computer Packages Certification with distinction, demonstrating advanced proficiency in Microsoft Office and data management applications.