Top Talent like Dave are on Pangea

Pangea, a YC company, connects companies with fractional talent. Fractional hiring allows companies to move faster and work with more specialized talent, while giving talent more flexibility and independence. If you are talent open to fractional work, apply here. If you’re a company looking for high-quality fractional talent, learn more here.

Dave Bryson

Data Analyst
AI & Machine Learning Engineer
Product Analyst
Nairobi, Nairobi County, KE
Data Analysis
Data Cleaning
Data Management
Available for hire fromNegotiable
Contracts
Experienced Data Analyst Specializing in Fraud Risk Mitigation and Revenue Assurance
I’m a data problem-solver with a knack for spotting patterns others miss — whether it’s fraud in telecom networks, bottlenecks in Coca-Cola’s value chain, or predicting machine failures before they happen. Trained as a biostatistician, I’ve stretched my skills into IT, business intelligence, and machine learning, building everything from ODK-powered field tools to live dashboards and predictive models. I don’t just analyze data — I engineer solutions that make systems smarter, leaner, and more secure

Projects

Spatial Machine Learning Analysis of Childhood Vaccination Determinants in Kenya

Applied a Geographically Weighted Random Forest to explore socio-economic, geographic, and healthcare access factors influencing childhood vaccination. Integrated survey and geospatial datasets, modeled accessibility to health facilities, and visualized hotspots of under-coverage. Delivered an interactive web app showcasing local variable importance by county, providing actionable insights for targeted immunization interventions.See More

Work History

A

Revenue Management Analyst

AIRTEL NETWORKS KENYA LTDNov 2024 - Apr 2025 • 6 mosFraud Risk Mitigation: Implemented internal controls to mitigate financial risks, fraud, and errors, achieving 95%+ compliance. Revenue Assurance: Conducted comprehensive risk analyses, database queries and checks to ensure system accuracy. Fraud Investigations: Managed whistleblower cases, SIM box detections, and fraud alerts, leading to efficient issue resolution. Collaboration: Liaised with cross-functional teams to streamline fraud control measures and address emerging risks. Reporting: Produced detailed weekly and monthly reports, including fraud loss incidents and compliance summaries.
Q

Data Analyst

QDATA AND MAPPING SERVICESMay 2024 - Aug 2024 • 4 mosAs a Data Analyst at Q Data and Mapping Services (QDataMS), I have been fundamental to the success of the Coca-Cola Bottlers Africa Value Chain Social Network Analysis project. My key contributions include: Data Collection Tool Development: I scripted and developed a comprehensive data collection tool, ensuring efficient and accurate data gathering from various sources. Data Cleaning: I meticulously cleaned large datasets, removing inconsistencies and errors to enhance the reliability of the data. Data Management: I managed and organized the data throughout the project lifecycle, facilitating smooth data access and utilization. Reporting: I was also involved in the reporting process, helping to translate data insights into actionable recommendations. These efforts have significantly contributed to the project's success, providing valuable insights into the value chain and supporting strategic decision-making.
A

Data Analyst

Adaptive Management and Research Consultants (AMREC)May 2023 - Aug 2023 • 4 mosDesigned and implemented efficient electronic data collection questionnaires, with a 98% success rate in database management and data downloading. Improved data collection efficiency by 25% through the design of user-friendly data collection and entry interfaces. Ensured data quality with a 95% accuracy rate in data checks, performing complex data analysis with a 100% completion rate. Demonstrated proficiency in mathematical modeling and simulations with a successful completion rate of 95% in R-programming. Improved data analysis skills, resulting in a 30% increase in detailed analysis report completion and a 25% improvement in research proposal success rate. Conducted trainings resulting in a 50% increase in attendees' data cleaning and data analysis skills, and a 45% improvement in programming of data collection questionnaires using Commcare and Open Data Kit (ODK). Organized successful trainings with a 100% satisfaction rate among participants, resulting in a 35% improvement in their data management, analysis, and modeling skills. Fostered team spirit, resulting in a 25% improvement in collaboration and teamwork among colleagues.

Education

J

Jomo Kenyatta University of Agriculture and Technology (JKUAT)

Bachelor of Science
M

MOI

High School Diploma
D

Disciples

Kenya Certificate of Primary Education (417/500)

How Pangea Works

Effortlessly discover top talent

We've distilled the candidate search from endless hours down to just a few minutes. Using Pangea's AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company's niche and your needs to find the perfect match faster than any traditional hiring platform.

Start working with talent today

The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea's fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team's capabliities flexible.

Track work and invoices in one place

Assign tasks, track progress, and complete invoices all on Pangea. We've combined every part of the hiring process into one platform to eliminate the miscommunication that's unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.
Available Now
Book a Call
Experienced Data Analyst Specializing in Fraud Risk Mitigation and Revenue Assurance
I’m a data problem-solver with a knack for spotting patterns others miss — whether it’s fraud in telecom networks, bottlenecks in Coca-Cola’s value chain, or predicting machine failures before they happen. Trained as a biostatistician, I’ve stretched my skills into IT, business intelligence, and machine learning, building everything from ODK-powered field tools to live dashboards and predictive models. I don’t just analyze data — I engineer solutions that make systems smarter, leaner, and more secure

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.
Available Now
Book a Call

Top Talent like Dave are on Pangea

Pangea, a YC company, connects companies with fractional talent. Fractional hiring allows companies to move faster and work with more specialized talent, while giving talent more flexibility and independence. If you are talent open to fractional work, apply here. If you’re a company looking for high-quality fractional talent, learn more here.

Dave Bryson

Data Analyst
AI & Machine Learning Engineer
Product Analyst
Nairobi, Nairobi County, KE
Data Analysis
Data Cleaning
Data Management
Available for hire fromNegotiable
Contracts

Projects

Spatial Machine Learning Analysis of Childhood Vaccination Determinants in Kenya

Applied a Geographically Weighted Random Forest to explore socio-economic, geographic, and healthcare access factors influencing childhood vaccination. Integrated survey and geospatial datasets, modeled accessibility to health facilities, and visualized hotspots of under-coverage. Delivered an interactive web app showcasing local variable importance by county, providing actionable insights for targeted immunization interventions.

Work History

A

Revenue Management Analyst

AIRTEL NETWORKS KENYA LTDNov 2024 - Apr 2025 • 6 mosFraud Risk Mitigation: Implemented internal controls to mitigate financial risks, fraud, and errors, achieving 95%+ compliance. Revenue Assurance: Conducted comprehensive risk analyses, database queries and checks to ensure system accuracy. Fraud Investigations: Managed whistleblower cases, SIM box detections, and fraud alerts, leading to efficient issue resolution. Collaboration: Liaised with cross-functional teams to streamline fraud control measures and address emerging risks. Reporting: Produced detailed weekly and monthly reports, including fraud loss incidents and compliance summaries.
Q

Data Analyst

QDATA AND MAPPING SERVICESMay 2024 - Aug 2024 • 4 mosAs a Data Analyst at Q Data and Mapping Services (QDataMS), I have been fundamental to the success of the Coca-Cola Bottlers Africa Value Chain Social Network Analysis project. My key contributions include: Data Collection Tool Development: I scripted and developed a comprehensive data collection tool, ensuring efficient and accurate data gathering from various sources. Data Cleaning: I meticulously cleaned large datasets, removing inconsistencies and errors to enhance the reliability of the data. Data Management: I managed and organized the data throughout the project lifecycle, facilitating smooth data access and utilization. Reporting: I was also involved in the reporting process, helping to translate data insights into actionable recommendations. These efforts have significantly contributed to the project's success, providing valuable insights into the value chain and supporting strategic decision-making.
A

Data Analyst

Adaptive Management and Research Consultants (AMREC)May 2023 - Aug 2023 • 4 mosDesigned and implemented efficient electronic data collection questionnaires, with a 98% success rate in database management and data downloading. Improved data collection efficiency by 25% through the design of user-friendly data collection and entry interfaces. Ensured data quality with a 95% accuracy rate in data checks, performing complex data analysis with a 100% completion rate. Demonstrated proficiency in mathematical modeling and simulations with a successful completion rate of 95% in R-programming. Improved data analysis skills, resulting in a 30% increase in detailed analysis report completion and a 25% improvement in research proposal success rate. Conducted trainings resulting in a 50% increase in attendees' data cleaning and data analysis skills, and a 45% improvement in programming of data collection questionnaires using Commcare and Open Data Kit (ODK). Organized successful trainings with a 100% satisfaction rate among participants, resulting in a 35% improvement in their data management, analysis, and modeling skills. Fostered team spirit, resulting in a 25% improvement in collaboration and teamwork among colleagues.

Education

J

Jomo Kenyatta University of Agriculture and Technology (JKUAT)

Bachelor of Science
M

MOI

High School Diploma
D

Disciples

Kenya Certificate of Primary Education (417/500)

How Pangea Works

Effortlessly discover top talent

We've distilled the candidate search from endless hours down to just a few minutes. Using Pangea's AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company's niche and your needs to find the perfect match faster than any traditional hiring platform.

Start working with talent today

The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea's fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team's capabliities flexible.

Track work and invoices in one place

Assign tasks, track progress, and complete invoices all on Pangea. We've combined every part of the hiring process into one platform to eliminate the miscommunication that's unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.
Available Now
Book a Call
Pangea empowers fractional work across the world for marketing and design roles.