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AI Data Specialist
Telus International
2023 - 2024
Telus International
Qualified for text and multimedia annotation roles in AI data pipelines.
Freelance AI Data Annotator
RWS Train AI
2025 - 2025
RWS Train AI
Completed 645+ text and video annotation tasks while sustaining 98%+ quality metrics.
Data Analyst
Fiverr
2024 - 2025
Fiverr
Built and delivered 30+ client projects in Python/R: automation scripts, data pipelines, predictive models and dashboards. Engineered tiered data cleaning and analysis services for Kenyan e‑commerce clients.
Co‑Founder & Lead Data Scientist
Data Folks Consultancy (Freelance)
2023
Data Folks Consultancy (Freelance)
Built end‑to‑end data pipelines and predictive models for SMEs in retail, education, public sector healthcare and digital marketing. Increased a retail client’s marketing ROI by 28% through customer segmentation and performance contracting, data validation, targeted campaign analysis. Developed a student performance tracking system for a local college, enabling data‑driven tools curriculum improvements. Created an 87%‑accurate diabetes risk prediction model (SVM) deployed as a web app for hospital screening. Designed interactive HR performance dashboards (Python + Plotly).
Economist / Statistician
Musingu High School
2014 - 2017
Musingu High School
Economist / Statistician
County Government of Kakamega, seconded to Kakamega County Revenue Authority (KCRA), Economics & Planning
2026
County Government of Kakamega, seconded to Kakamega County Revenue Authority (KCRA), Economics & Planning
Built moving‑average revenue forecasts from FY 2021/22 to 2025/26 data for every revenue stream county‑wide and for each of the 12 sub‑counties, and used them to set monthly and annual targets for FY 2026/27. Cascaded the total county target into stream‑level and sub‑county targets; summarised forecasts by sub‑county and hospital for the FY 2026/27 performance contract report. Extracted, cleaned, validated and harmonised actual FY 2025/26 revenue per stream across 14 collection units against FY 2026/27 targets to support performance cascading.
Musingu High School
High School Certificate,
2014 - 2017
Machakos University
BSc, Statistics and Programming,
2018 - 2023
Associate Member, Economists Society of Kenya (ESK)
, License N/A
Data Analytics Certificate
, License N/A
Diploma in Machine Learning
, License N/A
Employee Performance Analyzer (Python + XGBoost + Plotly)
HR performance dashboard.
Employee Performance Analyzer (Python + XGBoost + Plotly)
HR performance dashboard.
Diabetes Risk Predictor (Python + SVM, 87% accuracy)
Web app predicting diabetes likelihood from clinical inputs.
Diabetes Risk Predictor (Python + SVM, 87% accuracy)
Web app predicting diabetes likelihood from clinical inputs.
University Grade Estimator (R + Shiny)
Monte Carlo simulation tool for estimating expected university scores.
University Grade Estimator (R + Shiny)
Monte Carlo simulation tool for estimating expected university scores.
