Projects
AI systems, integrations, and operational software.
Work across models, data, backend systems, applications, deployment, and handoff. Every entry distinguishes production systems, active R&D, prototypes, and supporting capabilities; employer-owned work remains intentionally high-level.
Featured work
Projects with public evidence, live products, or enough context to explain the work responsibly.
- Conversational and voice AI · Commercial production
Hader
A multi-tenant business communications platform for active paying clients, with WhatsApp automation, explicit human handoff, and voice as an integrated capability rather than a separate product.
- Real-estate AI · Live production
Alinia
Multilingual property discovery where approximate retrieval is checked against approved listing records before results are shown, with agency workflows and staff handoff around it.
- Accessibility AI · Active R&D
OmniSign
Lebanese Sign Language recognition across isolated signs and bounded temporal sequences, built with a community-collected dataset.
- Hospitality · 21 website deployments
Lancaster Hospitality Platform
One shared engineering project across 19 hotels and two hubs. The 13 October 2026 website baseline records 15 real-domain deployments and six no-domain coming-soon deployments. Team work for Lancaster: Layth contributed backend, integration, and deployment work; Tayseer Laz contributed frontend and client experience, with shared and property-specific collaboration.
- Computer vision · Public code
PrivacyGuard
A local pipeline that normalizes compatible ONNX detections and applies explicit masking policies to bounded regions in images and video.
- Civic information · Contribution
Daleel
Web scraping and information gathering across public channels and news sources for a Lebanese election-information platform.
- Product · Co-founder
BSHEEL
Co-founder responsible primarily for business strategy and product direction. The product is being redesigned toward tourism; 4HoursOnly was an earlier gamified stage.
- Civic product · MVP
Al Mokhtar
A bilingual, neighborhood-by-neighborhood directory for Beirut with maps, listings, search, and delegated local administration.
Internal systems
Employer-owned operational tools are described at a systems level. Private source code, dashboards, company data, credentials, and infrastructure remain confidential.
- Operations · Two separate deployed systems
Bridge
Independent employer-owned systems that turn upstream operational records into scoped, traceable views. Bridge at Achour Holding is adopted by the development department and subsidiaries; Bridge at Aligned Tech is used internally and in client workflows.
Built at Achour Holding
Live production work with project-specific responsibilities and collaborators. Staged company websites are intentionally excluded until they launch.
- Insurance platform · Live production
ATI — Access Trust Insurance
I built the backend, content CMS, client, agent, and admin portals, and handled production deployment. Tayseer Laz primarily worked on the public-facing website.
- Fitness and wellness · Live
180 Gym & Spa
A public website for the fitness, wellness, sport, and spa destination in Jnah, Beirut.
- Real estate · Live
Achour Development
A project-led website for property development, construction, architecture, and real estate consultation.
- Hospitality management · Live
Afri Medica Limited
A public website presenting the company’s hospitality and property-management work in Sierra Leone.
- Communications and IT · Live
MEECIT
A bilingual company website for communications and IT consulting across the Middle East.
Led at Aligned Tech
Employer-owned work. I can describe my role and the public product, but I do not publish source code, private dashboards, credentials, or operational details.
- AI systems · Live with active paying clients
Hader
Team delivery with Tayseer Laz and Aligned Tech; Layth’s evidenced work includes tenant-safe event processing, human-handoff controls, and Hader’s deployed voice integration.
- Real estate AI · Live production
Alinia
Team delivery with Tayseer Laz and Aligned Tech; Layth’s work spans the application, AI and search behavior, access boundaries, agency and CRM workflows, Hader integration, deployment, and production fixes.
Research and developing work
- Health AI · Research in progressHRFS Flare Prediction
Lead AI engineer and co-principal investigator on research exploring longitudinal signals for earlier flare prediction. No clinical-performance claim is made.
Earlier engineering archive
Coursework, prototypes, employer work, and technical experiments. These names document breadth; they are not all presented as production deployments.
- Arabic semantic and legal-document retrieval
- Enterprise vision analytics
- Conversational knowledge assistant
- Intelligent document processing and OCR
- Financial forecasting and reporting
- OGERO predictive analytics and dashboards
- Network Security Infrastructure
- Telecom network identification and operations tooling
- Cloud image-classification service
- Scalable AI deployment pipeline
- Time-series anomaly detection
- Real-time analytics and data visualization
- Environmental-monitoring prototype
- License Plate Recognition System
- Face-recognition prototype
- ASL translation prototype
- Image processing, tracking, and color detection
- Breast-cancer classification study
- Restaurant-review sentiment analysis
- Vinyl record-store website
- Laz Press database system
- Embedded home-security system
- Arduino line-tracking robot
- FM/AM radio PCB