Cecilia Mbugua
@ceciliambugua
AI Automation Engineer building RAG and multi-agent systems into production APIs.
What I'm looking for
I’m an AI Automation Engineer specialising in RAG systems, multi-agent AI pipelines, and production API deployment. I build Python-based automation systems that reduce manual processing time from hours to seconds, with measurable outcomes across the full AI automation stack.
I’ve completed 13 production projects following a structured AI automation engineering roadmap—covering no-code workflow automation with n8n, AI integration with LangChain and the Claude API, vector database systems with ChromaDB, and cloud deployments with FastAPI-ready endpoints. My approach is production-first: grounded answers, validated data, reliable orchestration, and open-source delivery with clear results.
Experience
Work history, roles, and key accomplishments
AI Automation Engineer
Independent Practice
Mar 2026 - Present (3 months)
Built and deployed 13 production AI automation projects across RAG systems and multi-agent pipelines, reducing manual processing time from hours to seconds. Delivered production-grade FastAPI APIs and integrations for no-code workflow automation (e.g., n8n).
Education
Degrees, certifications, and relevant coursework
Alison
HIPAA Compliance Training, HIPAA Compliance
2025 - 2025
Completed HIPAA compliance training through Alison in 2025.
Outspan Medical College
Diploma in Health Records & Information Technology, Health Records & Information Technology
2015 - 2018
Earned a Diploma in Health Records & Information Technology at Outspan Medical College from 2015 to 2018.
Availability
Location
Authorized to work in
Portfolio
ai-agent-api-w7uh.onrender.comJob categories
Skills
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