Current role
I lead applied AI engineering: architecture, model workflows, product execution, and the engineering loop from prototype to shipped system.
I'm an engineer and I build things.
I work on applied AI systems, product engineering, machine learning, infrastructure, and interfaces.
Work
Leading AI engineering on instahire.com and manifestvision.com.
Projects
Building Yaha, Cabee, and Lumi across commerce, logistics, and AI tools.
Work
Current applied AI engineering work.
AI product engineering
LLM workflows, retrieval systems, ranking, forecasting, backend services, data pipelines, interfaces, and deployment.
Projects
Current projects across commerce, logistics, and AI tools.
Yaha
yaha.appSocial commerce for opening a shop, taking orders, and managing transaction flow.
Cabee
cabee.appOn-demand logistics, dispatch logic, coordination, and a simple mobile experience.
Lumi
lumihub.appAI tools for personal memory, enterprise data, coding, and brand media workflows.
Education
Schools, degrees, and the parts that shaped the work.
York University
M.S. Information Systems and Technology, 2024-2026.
Humber College
Graduate Diploma, Artificial Intelligence with Machine Learning, 2023-2024.
Near East University
B.Sc. Software Engineering, 2018-2022.
Research
Papers and technical work in applied ML and autonomous mobility.
Explainable Machine Learning for Spatio-Temporal Demand Forecasting in Autonomous Vehicle Fleets
Demand modeling, interpretability, and fleet operations.
Smart Shared Mobility with Autonomous Vehicles: A Comprehensive Review of Emerging Systems and Future Directions
Shared autonomous mobility systems and deployment considerations.
Stochastic Demand Generation and Predictive Rebalancing for Shared Autonomous Fleets
Simulation, prediction, and rebalancing policies for high-demand networks.
CABEE: A Multi-Agent Ride-Sharing Framework for Coordination of Shared Autonomous Fleets
Multi-agent coordination for routing and matching.
Archive
Older projects and experiments.
Rounds
AI clinical notes from patient conversations.
African Grand Expeditions
Hosted travel and expedition booking across Kenya and Tanzania.
Tajriba
Travel marketplace with recommendation and search-ranking systems.
Bambi
Campus social network with chat, marketplace, and ride sharing.
Memeterest
Pinterest-style boards for memes.
Diary
Private notes, todos, and writing to yourself. Built in 2020 before AI notes apps became common.
Medicyll
Early virtual doctor project using symptom matching and Bayesian scoring.
Gallery
Photos.
Resume
Short version for people who want the signal quickly.
Core
Applied AI engineering, product systems, backend infrastructure, ML workflows, retrieval, ranking, forecasting, and interface execution.
Current
Leading applied AI engineering and building projects in commerce, logistics, and AI tools.
Education
M.S. Information Systems and Technology, York University. AI/ML graduate diploma, Humber College. B.Sc. Software Engineering, Near East University.