Ignatius User
@ignatiususer
I'm building predictive machine learning models for practical data-driven decisions.
KenyaWhat I'm looking for
I'm building predictive machine learning models, including a customer churn prediction system that achieved 87% accuracy and an F1 score of 0.84.
For Kenyan farmers, I developed a maize yield prediction model using rainfall and soil data for Trans Nzoia, improving R² from 0.61 to 0.82.
As a Mathematics Tutor and Freelance Data Analyst in Nairobi, I've taught KCSE mathematics and programming, improving scores by 15%. I've also built automated Excel reports that reduced manual work by 40%.
I'm a BSc Mathematics graduate and MSc Computer Science candidate at Chuka University, focused on machine learning, AI, data mining, and big data analytics.
Experience
Work history, roles, and key accomplishments
Mathematics Tutor / Freelance Data Analyst
Self Employed
Jan 2023 - Present (3 years 8 months)
Tutored KCSE Maths and programming, improving student scores by 15%. Built automated Excel reports, reducing manual work by 40%.
Education
Degrees, certifications, and relevant coursework
Chuka University
Master of Science, Computer Science
2025 -
Pursuing a Master of Science in Computer Science with a focus on Machine Learning, AI, Data Mining, and Big Data Analytics.
Availability
Location
KenyaAuthorized to work in
Salary expectations
Job categories
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