Build for reality
Production-minded systems shaped around real users, constraints, and outcomes.
AI Engineer • Data Scientist • Amman, Jordan
I turn raw signals into intelligent systems that work in the real world.
INPUTRaw signals
MODELUnderstands
OUTPUTDecisions
Signals in. Clarity out.
0Learners trained
0Hours delivered
0Professional certifications
01
What I bring
I work where models, automation, and decisions meet.
I am an AI Engineer and Data Scientist with a B.Sc. in Data Science and Artificial Intelligence from Al Hussein Technical University. I design solutions across machine learning, NLP, computer vision, analytics, and workflow automation.
My edge is range with depth: I can architect the technical system, connect it to business operations, communicate the insight clearly, and help teams build the capability to own it.
Connect the stack
Models, APIs, workflows, dashboards, and deployment working as one system.
Make it understood
Clear technical communication that turns complexity into confident decisions.
02
Selected work
Systems built around outcomes.
Bilingual Course Assistant
A retrieval-augmented chatbot for a training company that answers customer questions about course content, duration, audience, and price in Arabic or English, strictly from the company's own course data. When the answer isn't there, it says so and hands off to the sales team instead of guessing.
- Hybrid dense + BM25 search with metadata filters
- Grounded answers that never invent a price
- Benchmark-driven evaluation in both languages
PythonLlamaIndexQdrantClaude / OpenAIFastAPIDocker
Course assistant Grounded
100%Top-5 hit rate
100%Correct refusals
29AR/EN test Qs
Customer Voice Intelligence Pipeline
An end-to-end automation pipeline that ingests live Facebook and Instagram comments through official APIs, classifies customer sentiment, and turns unstructured feedback into actionable signals for brand teams.
- Real-time social data ingestion
- Automated sentiment classification
- Decision-ready customer insights
Pythonn8nMeta Graph APIOpenAINLP
Live signal monitor Active
72%Positive
19%Neutral
09%Negative
Natural-Language Meeting Agent
An AI agent that understands meeting requests in text or voice through Telegram, extracts intent and logistics, then orchestrates calendar creation and email reminders without manual scheduling.
- Text and voice interaction
- Intent and entity extraction
- Calendar and email orchestration
PythonOpenAI APITelegram APIGoogle Calendar
Intent parsed Availability checked Event created
Arabic News Classification
A refined Arabic-language NLP pipeline using BERT, focused on robust preprocessing and feature engineering to classify news content with strong performance across categories.
95%classification accuracy
PythonHugging FaceBERTNLP
Model confidence0.95
AI-Driven Occupancy Detection
A non-intrusive machine learning system for real-time indoor occupancy estimation, enabling smarter HVAC and lighting decisions while supporting energy-efficient building operations.
- Privacy-aware sensor inputs
- Real-time occupancy estimates
- Energy optimization signals
PythonScikit-learnPandasSensor Data
Live occupancy06people detected
03
Experience
Technical depth, shaped by delivery.
My work spans production systems, analytics, and teaching. Each role sharpened a different part of how I solve problems.
Aug 2025 — Present
Data Analyst & BI Specialist
CoderZ for Software and Training
Built a real-time attendance system with n8n and a self-hosted VPS, eliminating manual entry. Developed automated reporting workflows and advanced Power BI dashboards with DAX and data modeling.
Sep 2025 — Present
Data Science & AI Trainer
CoderZ for Software and Training
Trained and mentored 160+ learners across deep learning, NLP, computer vision, and business intelligence. Delivered 500+ hours of training and supervised deployable capstone projects.
Feb 2025 — Aug 2025
AI Engineer
Petra Ride
Architected an automated social feedback system using OpenAI models and developed identity verification solutions with AWS Rekognition and face liveness detection.
Feb 2025 — Jun 2025
AI Co-Instructor
CoderZ for Software and Training
Co-facilitated Python and AI training, translating complex algorithms into practical exercises for multidisciplinary cohorts.
04
Expertise
A connected technical toolkit.
Engineering
Python, SQL, PyTorch, scikit-learn, PostgreSQL, Git
AI & Data Science
Machine Learning, Deep Learning, Transformers, NLP, Computer Vision, BERT
Automation & Cloud
n8n, Power Automate, Docker, VPS Deployment, AWS Rekognition
Analytics
Power BI, Advanced DAX, Data Modeling, Excel, Dashboard Design
Enablement
Technical Training, Curriculum Design, Stakeholder Communication, Public Speaking
05
Education
B.Sc. in Data Science and Artificial Intelligence
Al Hussein Technical University, Amman
Level 5 Higher National Diploma in Computing
Pearson BTEC / Al Hussein Technical University
06
Certifications
- AWS Certified AI PractitionerAmazon Web Services
- Nutanix Certified Associate 6.10Nutanix
- D-180 Digital Mentoring ProgramDeloitte
- Machine Learning SpecializationCoursera
- Neural Networks and Deep LearningCoursera
- Generative Adversarial NetworksCoursera
- The Complete SQL BootcampUdemy
Available for ambitious work