< Hello, I'm Randell />
Data Scientist & IT Specialist.
Shipping scalable ML models & optimizing IT infrastructure. Obsessed with clean code and high-performance systems. _
Technical Arsenal
Tools & Technologies I work with
Data Science & AI
IT Operations & Security
Professional Experience
Bosch Digital Associate
Robert Bosch East AfricaSupporting IT operations, infrastructure, and digital transformation.
- Tier-3 Incident Resolution & Process Automation (Power Platform)
- Full lifecycle IT Asset Management
- Digital Strategy & Data Science Initiatives
Youth Representative
World Food Forum (FAO-UN)Engaging in global policy discussions on agrifood systems and supporting national youth chapters.
Career Transition
Self-Directed UpskillingSharpening Data Science skills (Power BI, Tableau, SQL) and exploring Cloud Platforms (AWS/Azure) & MLOps.
IT Intern
Tribe Hotel NairobiDelivered IT support, digitized workflows with automation tools, and maintained system/network infrastructure.
Education & Pivot
JKUAT & Moringa SchoolCompleted IT degree and specialized in Data Science, Machine Learning, and AI.
IT Consultant
Cammosuh Logistics LtdManaged IT systems for logistics operations, optimized workflows, and implemented security protocols.
Education
Data Science
Moringa SchoolSpecialized in machine learning, big data analytics, and artificial intelligence.
BSc Information Technology
JKUATFocused on software development, database systems, and network infrastructure.
Featured Projects
Explore my recent work and contributions
Coffee Leaf Disease Image Classification
CNN model to detect coffee leaf diseases (Rust, Cercospora, Phoma) with high accuracy.
- Image preprocessing, augmentation, and analysis
- Development and comparison of four CNN architectures
- Achieved strong classification performance using optimized convolutional layers
- Community-focused solution empowering Kenyan farmers with early detection tools
Kings County Housing Project
Linear regression model to predict house prices in King County.
- Data cleaning, feature engineering, and exploratory analysis
- Identified key features affecting home value (e.g. renovations, location, size)
- Built and evaluated a regression model for pricing recommendations
Terry Stops Analysis – Seattle
Analyzed police stop data in Seattle to understand arrest patterns and demographic influences.
- Cleaning and preparing a dataset of 58,000+ Terry stop records
- Built and compared Decision Tree, KNN, and Logistic Regression models
- Delivered key insights (e.g., most arrests involved no weapons, most suspects aged 26–35)
- Suggested improvements in officer training and data recording for more ethical decision-making
Microsoft Movie Studio – Market Entry Strategy
This project simulated real-world consulting for a tech giant expanding into entertainment—blending storytelling with data science.
- Merged data from IMDb, Box Office Mojo, The Numbers, and TMDB (100,000+ movie records)
- Identified trends in movie revenue, budgets, runtime, and foreign market impact
- Found strong correlation between high IMDB ratings and box office success
- Analyzed declining runtime trends and the rising influence of international markets
My Portfolio Website
A professional portfolio website showcasing my skills, projects, and experience as a Data Scientist and IT Specialist.
- Responsive design that works on all devices
- Modern and clean UI
- Interactive sections
Mining and Resource Management Company Website
Earth Resources and Exploration Limited(EREL).
- Temporarily down for updates