Debbie User
@debbieuser6
AI/ML engineer and data scientist building LLM-powered, production-ready solutions for real business and healthcare impact.
KenyaWhat I'm looking for
I’m an AI/ML engineer and data scientist who builds and ships LLM-powered applications end to end. I focus on generative AI and agentic systems—designing workflows that turn real business and healthcare problems into production-ready solutions.
In my internships, I worked on backend automation and AI administration using FastAPI, Docker, and GitHub CI/CD, while managing internal agents and automation workflows across organizations. I implemented automation agents with CopilotStudio and Microsoft 365 Copilot Cloud Apps, and built MCP servers for Anthropic AI to orchestrate messaging, task creation, OneDrive file retrieval, and email/calendar automation.
I also deliver data-driven products with strong modeling fundamentals—cleaning and processing hospital data with Pandas/Power Query, automating reporting with SQL, and training a pneumonia-detection CNN using TensorFlow. Recently, I built a Health-Bridge multi-agent preventive health companion using CrewAI/LangChain/Antigravity, RAG with vector databases, and Opik for telemetry and evaluation.
Experience
Work history, roles, and key accomplishments
Africa's Top 100 AI Engineers
Society For AI Advancements
Feb 2026 - May 2026 (3 months)
I emerged among the top African AI Engineers and got to work, interact and learn from other Engineers too.
It entailed different aspects of AI Engineering, including Computer Vision, Machine Learning and Data Engineering
AI/MLEngineer Intern
M365 Connect
Oct 2025 - Jan 2026 (3 months)
Developed backend APIs with FastAPI and gained experience with Docker and GitHub CI/CD pipelines. Served as an AI Automation Administrator, implementing MCP-based LLM workflows using Copilot Studio, Microsoft Copilot cloud apps, Power Automate, and n8n.
Data Science Intern
FHOK-Family Care Medical Centre
Jan 2025 - May 2025 (4 months)
Cleaned and processed patient and hospital data using Pandas, Excel, and Power Query, and built dashboards for internal and external stakeholders. Used SQL to automate recurring report generation for hospital departments and improved reporting templates to reduce manual workload.
Education
Degrees, certifications, and relevant coursework
Riara University
Bachelor of Science, Computer Science
Earned a Bachelor of Science in Computer Science from Riara University.
Availability
Location
KenyaAuthorized to work in
Social media
Skills
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