Recommended expert
Cleve (Ragira) Mwebi-Data Scientist (Training & Projects)
Experience
Jun 2023 - May 2024
1 yearNairobi, Kenya
Data Scientist (Training & Projects)
Moringa School
Position Summary
Data Scientist (Training & Projects) at Moringa School
Industries
Education
Business Areas
Business Intelligence
Information Technology
Research and Development
- 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 monthsKajiado, Kenya
Registered Nurse (Clinical Data & Documentation)
Ongata Rongai Sub County Hospital
Position Summary
Registered Nurse (Clinical Data & Documentation) at Ongata Rongai Sub County Hospital
Industries
Healthcare
Business Areas
Quality Assurance
Research and Development
- 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 4 monthsNairobi, Kenya
MSc Epidemiology Researcher (Machine Learning & Modeling)
KEMRI Graduate School
Position Summary
MSc Epidemiology Researcher (Machine Learning & Modeling) at KEMRI Graduate School
Industries
Education
Healthcare
Business Areas
Research and Development
- 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 monthsMombasa, Kenya
Registered Nurse
Marimani CDF Dispensary
Position Summary
Registered Nurse at Marimani CDF Dispensary
Industries
Healthcare
Business Areas
Business Intelligence
Research and Development
- Community health data collection and reporting
- Patient-level data interpretation and documentation
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Healthcare and Education.
Healthcare
Education
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development, Business Intelligence, Quality Assurance, and Information Technology.
Research and Development
Business Intelligence
Quality Assurance
Information Technology
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.
- Combines AI, data science, and healthcare domain expertise
- Experienced in evaluating model outputs and data quality
- Strong analytical reasoning and structured thinking
- Comfortable with ambiguous tasks and detailed instructions
- Proven GitHub portfolio demonstrating applied AI work
Skills
- Ai Training & Evaluation: Data Annotation Logic, Ground-truth Labeling, Model Output Validation, Bias Detection, Prompt Evaluation
- Machine Learning: Classification, Regression, Forecasting, Feature Engineering, Model Performance Evaluation
- Statistical Modeling: Logistic Regression, Mle, Survival Analysis Basics, Probabilistic Reasoning
- Epidemiological Modeling: Sir/seir Models, Infectious Disease Simulations, Parameter Estimation
- Programming: Python, R, Git, Jupyter Notebooks
- Data Handling: Data Cleaning, Anonymization, Validation, Quality Checks
- Visualization & Reporting: Ggplot2, Matplotlib, Seaborn, Power Bi
- Domain Expertise: Healthcare, Public Health, Clinical Workflows, Epidemiology
Languages
Swahili
NativeEnglish
AdvancedEducation
Oct 2021 - Present
KEMRI Graduate School
MSc Epidemiology, Focus: machine learning, epidemiological modeling, health data analytics · Epidemiology · Nairobi, Kenya
Oct 2013 - Jun 2017
Kenyatta University
BSc Nursing & Public Health · Nursing & Public Health · Nairobi, Kenya
Certifications & licenses
Certified Data Scientist
Statistics
Experience
Total positions 4
Experience in Healthcare 8 y
Avg length 2 y 8 m
Longest experience 5 y 3 m
Global Experience
Countries worked in 1 (Kenya)
Primary country Kenya
Expertise
Recent roles Data Scientist (Training & Projects), Registered Nurse (Clinical Data & Documentation), MSc Epidemiology Researcher (Machine Learning & Modeling)
Main industries Healthcare, Education
Main business areas Research and Development, Business Intelligence, Quality Assurance
Qualifications
Highest degree Master
Certifications earned 1
Profile
Created
Last Update
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Frequently asked questions
Do you have questions? Here you can find further information.
Where is Cleve based?
Cleve is based in Nairobi, Kenya and can operate in on-site, hybrid, and remote work models.
What languages does Cleve speak?
Cleve speaks the following languages: Swahili (Native), English (Advanced).
How many years of experience does Cleve have?
Cleve has at least 8 years of experience. During this time, Cleve has worked in at least 4 different roles and for 4 different companies. The average length of individual experience is 2 years. Note that Cleve may not have shared all experience and actually has more experience.
What roles would Cleve be best suited for?
Based on recent experience, Cleve would be well-suited for roles such as: Data Scientist (Training & Projects), Registered Nurse (Clinical Data & Documentation), MSc Epidemiology Researcher (Machine Learning & Modeling).
What is Cleve's latest experience?
Cleve's most recent position is Data Scientist (Training & Projects) at Moringa School.
What companies has Cleve worked for in recent years?
In recent years, Cleve has worked for Moringa School, Ongata Rongai Sub County Hospital, and KEMRI Graduate School.
Which industries is Cleve most experienced in?
Cleve is most experienced in industries like Healthcare and Education.
Which business areas is Cleve most experienced in?
Cleve is most experienced in business areas like Research and Development, Business Intelligence, and Quality Assurance. Cleve also has some experience in Information Technology.
Which industries has Cleve worked in recently?
Cleve has recently worked in industries like Education and Healthcare.
Which business areas has Cleve worked in recently?
Cleve has recently worked in business areas like Research and Development, Quality Assurance, and Business Intelligence.
What is Cleve's education?
Cleve holds a Master in Epidemiology from KEMRI Graduate School and a Bachelor in Nursing & Public Health from Kenyatta University.
Does Cleve have any certificates?
Cleve has 1 certificate: Certified Data Scientist.
What is the availability of Cleve?
Cleve is immediately available part-time for suitable projects.
What is the rate of Cleve?
Cleve's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.
How to hire Cleve?
To hire Cleve, click the Meet button on the profile to request a meeting and discuss your project needs.
Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
1000
750
500
250
Market avg: 752-912 €
Market avg: 752-912 €
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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