Cleve M.

Data Scientist (Training & Projects)

Ruiru, Kenya

Experience

Jun 2023 - May 2024
1 year
Nairobi, Kenya

Data Scientist (Training & Projects)

Moringa School

  • Developed end-to-end ML pipelines on health datasets
  • Evaluated model accuracy, bias, and generalizability
  • Built dashboards and analytical reports for non-technical stakeholders
Feb 2021 - Dec 2022
1 year 11 months
Kajiado, Kenya

Registered Nurse (Clinical Data & Documentation)

Ongata Rongai Sub County Hospital

  • Managed EHR data and ensured high-quality clinical documentation
  • Applied infection prevention and quality improvement metrics
  • Experience relevant to clinical data annotation and validation
Jan 2021 - Present
5 years
Nairobi, Kenya

MSc Epidemiology Researcher (Machine Learning & Modeling)

KEMRI Graduate School

  • Conducting MSc thesis using machine learning to model unmet family planning needs
  • Cleaning, labeling, and analyzing real-world healthcare datasets
  • Applying statistical and ML methods using Python and R
  • Translating health research questions into structured analytical tasks
May 2018 - Dec 2020
2 years 8 months
Mombasa, Kenya

Registered Nurse

Marimani CDF Dispensary

  • Community health data collection and reporting
  • Patient-level data interpretation and documentation

Summary

AI-focused healthcare data professional with strong experience in machine learning, data labeling logic, model evaluation, and domain-specific AI training within public health and clinical contexts. Certified Data Scientist and MSc Epidemiology candidate with hands-on experience building, validating, and interpreting predictive models. Strong ability to translate complex medical concepts into structured datasets, annotate health-related data accurately, and evaluate AI outputs for quality, bias, and real-world applicability. Ideal for AI training, RLHF- style evaluation, data annotation, and model reasoning tasks requiring medical and analytical expertise.

Languages

Swahili
Native
English
Advanced

Education

Oct 2021 - Present

KEMRI Graduate School

MSc Epidemiology · Epidemiology · Nairobi, Kenya

Kenyatta University

BSc Nursing & Public Health · Nursing & Public Health · Nairobi, Kenya

Certifications & licenses

Data Science Certification

Moringa School

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