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laythayache/README.md

Layth Ayache

Senior AI Engineer · AI Systems Engineer | Beirut, Lebanon

I turn data and models into usable systems and own the engineering around them—from pipelines and integrations to applications, deployment, and operational handoff.

I currently work as Senior AI Systems & Web Engineer | Technical Lead at Achour Holding.

Portfolio · LinkedIn · Email

What I work on

  • End-to-end AI systems engineering and integration
  • Applied computer vision and data engineering
  • Conversational AI, WhatsApp automation, and human handoff
  • Voice AI and telephony integration
  • Data pipelines and operational automation
  • AI integration with existing organizational software and workflows
  • Internal tools and workflow platforms
  • Technical leadership across AI, backend systems, applications, deployment, documentation, and handover

Selected work

System Status Scope
Hader Production, with active clients Conversational AI, WhatsApp operations, human handoff, orders, bookings, voice and telephony, testing, production hardening, documentation, and handover
Alinia Live production platform Multilingual real-estate discovery, agency and listing operations, messaging, CRM and reporting, human handoff, and Hader integration
Lancaster Hospitality Platform 14 public sites; ongoing operations Property websites, multilingual experiences, booking and inquiry workflows, integrations, deployment, and maintenance
OmniSign Active R&D Sign-language data collection, processing, model training and evaluation, bounded sequence recognition, and application integration
PrivacyGuard Independent public project Local computer-vision detection and configurable masking for image and video workflows; results remain configuration-specific
Bridge Two deployed internal implementations Employer-specific operational systems for workflow visibility, coordination, reporting, and management oversight

Hader and Alinia were developed with Tayseer Laz and the Aligned Tech team. Tayseer and I built, deployed, and continue to maintain the Lancaster public sites. OmniSign is a team project; its case study names the original team, contributor, and supervisor. I architected and implemented the Achour Holding version of Bridge.

Employer-owned source code, administrative interfaces, credentials, private infrastructure, and customer data are not public.

Evidence and writing

Education

Bachelor of Engineering in Computer and Communications Engineering — Rafik Hariri University, 2021–2025

Contact

I’m open to selected senior roles, consulting engagements, technical partnerships, and remote international work.

laythayache.com · laythayache5@gmail.com

Pinned Loading

  1. PrivacyGuard PrivacyGuard Public

    Local computer-vision detection and configurable masking for images and video, with explicit performance and privacy limits.

    Python 2

  2. dataset-collector dataset-collector Public

    Historical dataset-collection and augmentation prototype developed for OmniSign sign-language R&D.

    Python

  3. Telco_Customer_Churn Telco_Customer_Churn Public

    Python

  4. KNN_decision_trees_and_Naiive_bayes_FromScratch KNN_decision_trees_and_Naiive_bayes_FromScratch Public

    Python

  5. Linear_algebra_library_python Linear_algebra_library_python Public

    Python

  6. K-means-hierarchical-clustering-on-retail-data K-means-hierarchical-clustering-on-retail-data Public

    Python