I am Faith Munguti, a highly analytical computer science professional with a robust foundation in Python, SQL, and R, and hands-on experience across cloud platforms (AWS, GCP, Azure) and modern data tools. I apply this expertise to AI tutoring and content writing, designing challenging prompts, scoring criteria, and refining model outputs for accuracy and integrity. My work blends advanced technical skills with a passion for teaching, enabling me to translate complex concepts into practical learning experiences. I hold a Master’s in Computer Science from the University of Nairobi and have served as a Lecturer and Technical Trainer, mentoring students, developing course materials, supervising theses, and contributing to curriculum development. I am committed to bridging research and pedagogy, driving impactful AI education, and continuously expanding my knowledge through industry experience and research.

Faith Munguti

I am Faith Munguti, a highly analytical computer science professional with a robust foundation in Python, SQL, and R, and hands-on experience across cloud platforms (AWS, GCP, Azure) and modern data tools. I apply this expertise to AI tutoring and content writing, designing challenging prompts, scoring criteria, and refining model outputs for accuracy and integrity. My work blends advanced technical skills with a passion for teaching, enabling me to translate complex concepts into practical learning experiences. I hold a Master’s in Computer Science from the University of Nairobi and have served as a Lecturer and Technical Trainer, mentoring students, developing course materials, supervising theses, and contributing to curriculum development. I am committed to bridging research and pedagogy, driving impactful AI education, and continuously expanding my knowledge through industry experience and research.

Available to hire

I am Faith Munguti, a highly analytical computer science professional with a robust foundation in Python, SQL, and R, and hands-on experience across cloud platforms (AWS, GCP, Azure) and modern data tools. I apply this expertise to AI tutoring and content writing, designing challenging prompts, scoring criteria, and refining model outputs for accuracy and integrity. My work blends advanced technical skills with a passion for teaching, enabling me to translate complex concepts into practical learning experiences.

I hold a Master’s in Computer Science from the University of Nairobi and have served as a Lecturer and Technical Trainer, mentoring students, developing course materials, supervising theses, and contributing to curriculum development. I am committed to bridging research and pedagogy, driving impactful AI education, and continuously expanding my knowledge through industry experience and research.

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Language

English
Fluent
Swahili
Intermediate

Work Experience

Senior AI Data Annotator at DataAnnotation Tech
March 1, 2023 - November 6, 2025
Lead annotator for CMS NLP project, improving claim processing accuracy by 27%. Developed annotation guidelines adopted by 3 U.S. hospital systems. Trained and managed 12 annotators across U.S. time zones.
Healthcare Data Specialist at Remotasks
August 1, 2023 - August 1, 2023
Annotated 50,000+ clinical notes from Massachusetts General Hospital. Achieved 99.6% accuracy rate on diagnostic labeling.
Front-End Developer (Contract) at Bay Area Health Tech Startups
January 1, 2020 - November 6, 2025
Built patient portal interfaces for HIPAA-compliant applications.
AI Tutor at Mindrift
May 1, 2024 - Present
Generate prompts that challenge AI, define comprehensive scoring criteria to evaluate AI answers, and correct AI model’s responses based on domain-specific knowledge (computer science).
AI Content Writer at DataAnnotation.tech
July 1, 2023 - Present
Develop and improve AI training content: create or review prompts and responses to guide AI learning, optimize performance by evaluating and ranking AI responses, and ensure model integrity by testing for inaccuracies or biases.
Creative Writing AI Trainer & Quality Reviewer at Freelance
January 1, 2023 - Present
Designed 500+ prompts to train LLMs for a fantasy-writing AI app, conducted QA checks on AI-generated stories, tested AI apps for UX/linguistic flaws, and reduced biased outputs by implementing inclusive language guidelines.
Lecturer at Jomo Kenyatta University of Agriculture and Technology
June 1, 2020 - Present
Deliver engaging lectures and seminars; develop course materials, assessments; supervise student projects and theses; conduct research and contribute to curriculum development.
Technical Trainer at Kiambu National Polytechnic
July 1, 2018 - May 1, 2020
Deliver hands-on training in IT networking and other technical subjects; develop and update curriculum and lab exercises; assess student competency; manage equipment.
Tutorial Fellow at Zetech University
January 1, 2017 - June 1, 2018
Facilitate tutorials, provide feedback and mark assessments; offer academic advising and support; assist course administration.

Education

Master of Science in Computer Science at Stanford University
September 1, 2018 - June 1, 2020
Bachelor of Science in Computer Science at University of California, Berkeley
September 1, 2014 - May 1, 2018
Master of Science in Computer Science at University of Nairobi
January 1, 2019 - January 1, 2021
Bachelor of Science in Computer Science at Kenyatta University
January 1, 2013 - January 1, 2017

Qualifications

Certified Healthcare Data Analyst (CHDA)
January 11, 2030 - November 6, 2025
HIPAA Professional (HIPAA-P)
January 11, 2030 - November 6, 2025

Industry Experience

Healthcare, Life Sciences, Professional Services, Software & Internet, Education, Computers & Electronics, Media & Entertainment