01 system summary
AI Architect with 5+ years of hands-on experience designing and deploying
end-to-end AI systems across healthcare, legal technology, fintech, and enterprise
hospitality. Award-winning track record — a 1st-place fine-tuned LLM for
legal Q&A and a national-prize-winning medical imaging system. Deep across the
full AI lifecycle: architecture design, ML model development, cloud infrastructure
(AWS/GCP), production deployment, data pipelines, and ethical AI compliance. I translate
stakeholder requirements into scalable, reliable architectures — and I ship them.
02 capabilities
AI Architecture
- End-to-end AI system design
- Scalable ML pipelines
- LLM fine-tuning & RAG
- Agentic systems
ML Frameworks
- TensorFlow & Keras
- PyTorch
- Scikit-learn
- Hugging Face
Cloud & Infra
- AWS — SageMaker, EC2, S3, Lambda
- GCP & Firebase
- Docker & containerized serving
Languages & Stack
- Python, Go, JavaScript / TypeScript
- Django, React, Vue
- Flutter (Dart)
Security & Compliance
- Ethical AI & governance
- HIPAA, GDPR, NIST, CIS
- Policy-as-code engines
Integration
- RESTful APIs
- Data pipeline architecture
- Real-time inference & model serving
03 deployments — experience
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BlueBloc Solutions — Manama, Bahrain
Mar 2024 — Present
AI & Software Engineer (Full-time)
Architected and led an AI-enhanced hospitality platform on AWS — ML-driven personalization live in production, serving real customers. Designed scalable data pipelines for continuous training and real-time inference; defined model integration blueprints across Django and React; evaluated AI tooling against business goals; bridged data science, engineering, and business stakeholders.
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AirTech Solutions — Manama, Bahrain
Dec 2023 — Feb 2024
Front-End Engineer & UI/UX Designer (Contract)
Integrated computer-vision barcode scanning and automated product recognition into a Flutter mobile app — production-ready on a tight timeline.
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McIndeez Consultancy — Hamala, Bahrain
Sep 2023 — Nov 2023
Software Engineer (Contract)
Built data collection and analytics infrastructure as the foundation for ML-driven personalization on an e-commerce platform.
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SayG & Co. — Manama, Bahrain
Jun 2023 — Aug 2023
Software Engineer Intern
Designed an engagement analytics framework capturing user-interaction data for downstream ML training.
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Spring Studio — Manama, Bahrain
Jun 2022 — Aug 2022
Software Engineer Intern
Containerized ML deployment pipelines with Docker; contributed data architecture for AI-powered financial insights.
04 featured builds
Agentic Security & Compliance Platform — solo architect & developer (Go, Google ADK, Gemini/OpenAI/Anthropic)
- Model-agnostic AI security agent orchestrating real tooling (Nmap, Lynis, Nikto, Gitleaks) through natural language
- Knowledge-graph engine linking assets, services, vulnerabilities — with automatic attack-path detection
- Dynamic YAML compliance engine: HIPAA, PCI-DSS, GDPR, NIST, CIS — policy-as-code
- Automated remediation scripts with templated fixes; snapshot & diff infrastructure-state tracking
Legal Q&A LLM
Aug 2024
Benefit Labs National Competition — 1st place, Team Lead (University of Bahrain)
- End-to-end architecture: data acquisition pipeline, fine-tuning strategy, RAG-augmented inference
- Validated outputs with legal domain experts for accuracy and compliance
Skin Cancer Detection
Feb 2020
National Winner — Bahrain's largest AI hackathon (50+ teams)
- TensorFlow deep learning system at 98% accuracy across multiple cancer categories
- CNN pipeline with custom preprocessing + clinician-facing interface
Payment Fraud Detection
Jun 2022
Benefit Company competition — 4th place (99% accuracy)
- Ensemble architecture: Random Forest, XGBoost, Neural Networks
- Collaborated on real-world deployment and regulatory constraints
ML Olympiad
Sep 2022
Bahrain ML Olympiad — 2nd place, Team Lead
- Rapid ML solutions across computer vision, NLP, and predictive analytics tracks
IVY Unify open source
Apr 2023 — Present
ML Framework Contributor
- Abstraction layers unifying TensorFlow, PyTorch, and JAX — framework-agnostic AI development
05 foundation
Education
BEng Software Engineering
University of Bahrain — Sakhir, Bahrain
Minors: Mathematics & Economics · Graduated Aug 2023
Coursework: AI, Machine Learning, Databases, Algorithms, System Design, Cloud Applications
Certifications
- TensorFlow Developer Certification — Udacity
- Machine Learning Specialization
- Entrepreneurship 101 — Coursera
Recognition
- 1st place — Benefit Labs Legal AI Competition (2024)
- National Winner — AI Hack Fest, medical skin-cancer AI (2020)
- 2nd place — Bahrain ML Olympiad (2022)
- 4th place — Benefit ML Fraud Detection (2022)
- National recognition — AI Innovation in Healthcare
Languages
- Fluent — English, Urdu, Hindi
- Conversational — Arabic