I turn messy data into tools people can act on.
I'm Okutse Atsieno, a data scientist and full-stack developer specializing in computer vision, machine learning, and data-driven dashboards. At Ultimate Compass we build solutions for sports, agriculture, real estate, healthcare, and other industries. I also help businesses automate manual processes, streamline operations, and turn data into actionable insights.
Built with Python, YOLOv8, Django and Power BI.
Selected work
All projects-
Maize Leaf Disease Detection
A farmer uploads a leaf photo and gets the diagnosis, a confidence score and a treatment recommendation.
Computer vision81%accuracy -
House Price Prediction
Pick a location, bedrooms and property type and get an instant price estimate in Kenya shillings.
Machine learning0.79R² score -
Athlete Performance Dashboard
One page that shows a coach how a squad performs on strength, balance, speed and agility tests.
Power BI20athletes -
Athlete Tracker
A web platform where coaches build teams, register athletes and record fitness assessments.
Full-stack web appWorking prototype -
AI Football Coach
Tracks every player and the ball in match video and turns the movement into coaching insight.
Computer visionIn development
Got messy data or a manual process?
Tell me what you're dealing with. I'll reply within a day or two.