Peter Njugu
Data Scientist and Machine Learning Practitioner
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About
Data Scientist and Machine Learning Practitioner with a background in Actuarial Science and strong expertise in statistical modeling, predictive analytics, and data-driven decision-making. Experienced in building machine learning models, performing exploratory data analysis (EDA), data cleaning, and developing dashboards to translate complex data into actionable insights. Strong foundation in mathematics, probability, financial modeling, and AI-driven solutions across finance, insurance, construction analytics, and business operations.
Passionate about leveraging Artificial Intelligence and Data Science to solve real-world problems in technology, energy, healthcare, climate, agriculture and financial services.
Experience
Construction Site Agent - Tehom Investments Ltd
(2025-01)
- Applied data tracking and analysis to monitor project progress and material utilization.
- Developed reporting frameworks to track cost, resource allocation, and timelines.
- Used structured data collection methods to identify trends and optimize planning.
- Contributed to forecasting and budgeting decisions using quantitative analysis.
Caretaker and Assistant Administrator - Fountain Gate Church
(2022-01 - 2025-01)
- Streamlined inventory management, ensuring accurate stocktaking and replenishment.
- Coordinated facility maintenance, resulting in a 15% reduction in repair costs.
- Supported administrative tasks, enhancing meeting organization and team collaboration.
- Working with the management team to establish project objectives, budgets, and timelines, supervise progress, and evaluate performance.
Construction Site Agent - Sealed Enterprises Self-help Group
(2020-01 - 2022-01)
- Managed inventory data worth KES 50M using structured tracking systems.
- Reduced material wastage by 20% through data monitoring and pattern analysis.
- Processed workforce payroll data for 90+ employees weekly.
- Performed data analysis to improve resource allocation and forecasting.
- Collaborated with contractor and engineers, ensuring adherence to design specifications.
Business Development Executive - Bond Link Experts Company Limited - Nairobi
(2018-01 - 2020-01)
- Used data-driven market analysis to increase client acquisition by 30%.
- Analyzed performance metrics to optimize sales strategy.
- Built Excel-based tracking models to monitor profitability and performance KPIs.
- Provided mentorship and training to new team members, building team efficiency by 25%.
Data Entry Intern - TelPosta Pension Scheme and Provident Fund - Nairobi
(2017-01 - 2017-12)
- Digitized and validated 500+ pension records improving data integrity.
- Performed database cleaning and structured archival processes.
- Ensured high data accuracy and compliance standards.
Customer Service attaché - Pioneer Assurance Co. Ltd - Nairobi
(2016-01 - 2016-12)
- Supported life insurance operations and underwriting processes.
- Processed and analyzed customer policy data.
- Achieved 95% first-contact issue resolution rate.
- Worked across claims, finance, and registry departments.
Education
Data Analytics, Data Engineering and AI Career Essentials - ALX ACADEMY (2025-01 - 2026-01)
Software Development - PLP ACADEMY (2024-01 - 2024-12)
Data Science - MORINGA SCHOOL (2024-01 - 2024-12)
Bachelor of Science - Actuarial Science - KARATINA UNIVERSITY (2012-01 - 2016-12)