01 / CONTROL SYSTEM
Text-to-SQL with Guardrails
Natural-language database queries with deterministic SQL guardrails.
- Python
- FastAPI
- Next.js
- SQLGlot
- SQLite
About
Turning AI ideas into working systems.
I’m an AI Engineer focused on building practical AI systems, from machine learning and RAG to AI agents, evaluation, and model fine-tuning.
I enjoy turning AI concepts into working applications with clear interfaces, reliable workflows, and measurable results.
How I work
- Build around a real workflow.
- Control what the model can do.
- Evaluate the complete system.
Projects
AI systems built from problem to production.
01 / CONTROL SYSTEM
Text-to-SQL with Guardrails
Natural-language database queries with deterministic SQL guardrails.
- Python
- FastAPI
- Next.js
- SQLGlot
- SQLite
Toolkit
What I build with.
Knowledge systems
- RAG
- Hybrid Retrieval
- Embeddings
- Reranking
- Semantic Search
Agent & control systems
- AI Agents
- Tool Calling
- Guardrails
- Human-in-the-loop
- Evaluation
Model & delivery
- Machine Learning
- Fine-Tuning
- FastAPI
- Next.js
- Testing
- Deployment
Stack Index
RETRIEVAL
FAISS · BM25 · Cross-Encoder
MODELS
Qwen · XGBoost · Sentence Transformers
BACKEND
Python · FastAPI · SQLite
INTERFACE
Next.js · TypeScript
DELIVERY
Vercel · Render · Colab
Background
Learning. Applied.
Education
Bachelor of Computer Science
Imam Abdulrahman Bin Faisal University
ENGLISH PROFICIENCY
IELTS Academic
Overall Band 6.0
Experience
Jun 2025 – Aug 2025
Security Engineering CO-OP Intern – AI-Assisted Systems
Lantern Software and Security Systems Co. LTD
Al Khobar, Saudi Arabia
Responsibilities
- Worked with the operations team on a large-scale physical security project for a major client.
- Supported planning and documentation for integrated security systems and site layouts.
- Collaborated with the AI department to explore AI-assisted solutions for improving internal workflows.
- Gained practical exposure to security engineering, system integration, operations, and cross-functional teamwork.
Certificates
Certificates, earned along the way.
- View
Artificial Intelligence and Robot Club
AI & Robot Club Certificate of Appreciation
- View
Microsoft
Microsoft Certified: Azure AI Fundamentals (AI-900)
- View
NITA
AI for Arabic NLP Applications
- View
Saudi Data & AI Authority (SDAIA)
AI Concepts and Advanced Applications
- View
Saudi Digital Academy × AWS
AWS Certified AI Practitioner Learning Path
- View
College of Computer Science and Information Technology
Certificate of Appreciation
- View
Cyber Security Club
Cybersecurity Bootcamp
- View
Saudi Data & AI Authority (SDAIA)
Fundamentals of Artificial Intelligence
Contact
Let’s build something useful.
Interested in discussing an AI engineering opportunity? Feel free to get in touch.
a.al.mubarak@outlook.com