A dynamic and results-oriented Data Analyst and Machine Learning Engineer with over 6 years of experience in data analytics, statistical modeling, and project management. I have a strong entrepreneurial spirit and deep commitment to community engagement. My expertise spans data science projects across multiple domains including Hospitality, Banking, HR Analytics, Retail, Finance, Tea Industry, and Risk Management.
I leverage my skills in Python, R, SQL, and visualization tools to develop innovative solutions that deliver tangible business insights. My work involves:
- Statistical analysis and modeling
- Machine learning implementation
- Fraud detection systems
- Data visualization and storytelling
- Project management and team leadership
Based in Nairobi, Kenya, I'm passionate about harnessing technology to empower communities and foster sustainable growth through strategic partnerships and grassroots initiatives.
| Category | Technologies & Skills |
|---|---|
| Programming |    |
| Python Libraries |     |
| R Packages |     |
| Machine Learning |      |
| Visualization |    |
| Database |     |
| Web Development |      |
| Design |    |
| Cloud |    |
Elphrods Services LLP | Kisumu, Kenya (Hybrid) | May 2023 - Present
- Collaborate with Credit leadership to enhance underwriting practices
- Develop data-driven strategies using statistical tools
- Identify delinquency/loss trends and optimize credit policies
- Monitor portfolio performance and communicate insights
Triangle Health Care Consulting Inc | North Carolina, USA (Remote) | November 2022 - Present
- Interpret, synthesize, and modify reports for healthcare metrics
- Analyze nursing and infection control measures
- Maintain and improve Nursing Scorecards
- Provide leadership to the Nursing Quality and Safety Data team
The 4gotten Bottomillions (4BM) | Nairobi, Kenya | September 2021 - June 2023
- Organized mentorship programs for youth across Kenya
- Managed donor-funded projects and grant applications
- Led Kenya's largest WhatsApp network for opportunity sharing
- Engaged 20+ partners for project resources and implementation
Programme for Capacity Development in Africa (P4CDA) | Nairobi, Kenya | October 2020 - September 2021
- Trained 16,000+ farmers on sustainable practices
- Implemented agricultural technologies for dairy goat farming
- Managed recruitment of 27,000+ students to e-learning programs
- Applied Data Science Labs - WorldQuant University (Nov 2023)
- Data Science and Machine Learning - Moringa School, Nairobi (Feb 2023)
- Financial Modeling and Valuation Analyst - Corporate Finance Institute (May 2022 - Jan 2023)
- Bachelor of Commerce (Accounting) - Machakos University, Kenya (Sep 2014 - Nov 2018)
- Analyzed 50,000 job postings to identify fraudulent listings
- Implemented regex techniques to extract key requirements
- Achieved 78% accuracy with 34% lift in the prediction model
- Collecting and cleaning data on crop varieties and soil properties
- Researching ML/DL applications in agriculture
- Developing proof of concept system for farmers
- Performed sentiment analysis on 14,000 airline reviews
- Applied text analysis to identify key complaints
- Built model with 88% accuracy and 34% lift
- Extracted data from 5 related tables using SQL JOIN
- Transformed data to improve reporting efficiency
- Created dashboard for department comparison
- Identified key variables affecting car pricing
- Built model to support strategic pricing decisions
- Provided insights for product design optimization
- Developed model to predict housing prices
- Analyzed property features impact on pricing
- Created visualization of market trends
Web application for healthcare professionals to track patient metrics
Check out my interactive dashboards and visualizations on Tableau Public
I'm passionate about using my skills to empower communities and foster sustainable growth:
-
Footprints of Hope - Community Mobilizer and Trainer (2022-Present)
- Supporting women entrepreneurs in Siaya and Busia County
- Delivering financial literacy training for women-owned businesses
- Partnering with Kenya Chambers of Commerce
-
Grassroot Women and Politics - Community Mobilization and Trainer (2022-Present)
- Empowering widows under 45 years, especially those with disabilities
- Promoting political engagement and economic empowerment
📱 +254 704 113 882 | 📍 Nairobi, Kenya