I build practical AI systems for organisations and apply data science and statistical techniques to real problems in agriculture and materials science. I also bring hands-on experience in software engineering, ICT support and lecturing.
jr = {
"role": ["AI Engineer", "Tech Researcher"],
"also": ["Software Engineer", "ICT Support", "Lecturer"],
"based_in": "Nairobi, Kenya",
"research": "NMR + machine learning for honey authentication",
"philosophy": "frugal, locally deployable, open-source tooling",
}- Exploring graph RAG approaches for scientific (NMR) data
- Building n8n automations for real-world information workflows
- Teaching AI for Software Developers: local LLMs, RAG, agents and automation
- AI systems: RAG chatbots (traditional, graph and hybrid RAG), local LLMs, document & email classification
- Automation: n8n and Python workflows, auto-reports, data pipelines
- Data & dashboards: Python, SQL, Power BI, React + Supabase
Applying data science and statistical techniques (chemometrics, machine learning) to agriculture and materials science.
- NMR spectroscopy + ML for Honey authentication
Software engineering: full-stack & mobile, REST APIs, Git workflows & code review ICT support: networks, technical support, cybersecurity & data protection, systems admin Lecturing: AI/LLM systems, data science, full-stack & mobile, Power BI
AI & Data
Web & Mobile
Tools
See the pinned repositories below 👇
AI builds, automation, ICT support and corporate training via JayAfrique Techub.
