Open to opportunities

Ghina Al feel

@ghinaalfeel

Message

I'm building practical AI automation systems with LLMs, reliable APIs, and human-in-the-loop workflows.

Lebanon

Message

What I'm looking for

I'm looking to build practical AI and automation systems where I can work with LLMs, APIs, reliable software practices, validation, and human-in-the-loop workflows.

I'm building AI-powered systems for student support and Lebanon's circular economy using Gemini, Python, FastAPI, Pydantic, n8n, PostgreSQL, pgvector, and RAG.

At All Girls Code, I developed a Circular Economy Assistant that extracts structured details from natural-language requests and matches users with curated Lebanese circular-economy services. I built deterministic recommendations with validation, safety guardrails, freshness checks, ranking, automated testing, and Streamlit and CLI interfaces.

Alongside my Computer & Communications Engineering studies at the American University of Beirut, I support Cedar's Economic Forum with web development, IT infrastructure, website security, authentication, and event systems.

Experience

Work history, roles, and key accomplishments

Current

Technical & IT Team Assistant

Current

Cedar's Economic Forum

Jan 2025 - Present (1 year 8 months)

Contributes to backend/frontend web development and technical operations, supporting IT infrastructure, device setup, website security, authentication, and large-scale event systems.

Web Development IT Infrastructure Security Authentication

Education

Degrees, certifications, and relevant coursework

American University of Beirut

Bachelor of Engineering, Computer & Communications Engineering

2025 -

Pursuing a Bachelor of Engineering in Computer & Communications Engineering with a focus on Applied AI, LLM applications, automation, and software engineering.