David M.

Key Skills

Software

Other

Top Subject Matter

Customer leads optimization and marketing analytics

real-time business dashboards

Insurance regulation research support

Top Data Types

Text

Document

Top Task Types

Segmentation

Data Collection

Freelancer Overview

Data Team Lead, Sonek Data School (January 2025 to July 2025). Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Science, Mount Kenya University (2024) and Kenya Certificate of Secondary Education, Moi Forces Academy (2021). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Computer Programming, Coding, and Segmentation.

Labeling Experience

Data Team Lead, Sonek Data School (January 2025 to July 2025)

OtherSegmentation

Built and configured an AI-driven, real-time data visualization/dashboard workflow to support training and decision-making. Developed predictive machine learning customer segmentation models in Python to drive personalized marketing outcomes. Implemented these models to quantify retention improvements and operational efficiency impacts. • Used Python (scikit-learn) for predictive lead/conversation optimization • Applied customer segmentation modeling for retention improvement • Delivered real-time dashboard implementation for stakeholders • Focused outputs on measurable business KPI gains

2025 - 2025

Attachee, Insurance Regulatory Authority (IRA) (August 2024 to December 2024)

OtherData Collection

Performed data entry, data recording, and analysis tasks supporting regulatory reporting and strategic plan preparation. Exported datasets to SPSS for statistical analysis and conducted qualitative and quantitative analysis. Supported compilation of performance contract and strategic plan implementation documents using maintained source documentation. • Used Excel for data entry and mapping tasks • Exported data to SPSS for statistical analysis • Conducted qualitative and quantitative statistical work • Maintained documentation and contributed to reporting artifacts

2024 - 2024

Education

Work History