Ahmed Maher

AI Solutions Architect & Technical Manager — GenAI · RAG · Kubernetes

ahmedmaher30190@gmail.com +20 127 634 7418 Cairo, Egypt · Open to relocation (UAE / KSA) cv.sabelhost.com.eg
17+
Years experience
1.5K
RAG platform users
18+
Developers mentored
4
AI products at GITEX 2025

Summary

AI Solutions Architect and Technical Manager with 17 years of software engineering experience across web, mobile, AI and infrastructure. Designed and shipped a production Retrieval-Augmented Generation (RAG) learning assistant used by 1.5K students and educators at GPS Education, and authored solution architectures for UAE government and enterprise clients (National Library & Archives, DMT Abu Dhabi). Lead multidisciplinary teams across backend, frontend, mobile, QA, UI/UX and DevOps; mentored 18+ developers and cut deployment time by 60% with Kubernetes and GitOps CI/CD.

Skills

AI & GenAI
RAG, LLMs (Qwen), LangChain, Hugging Face Transformers, Embeddings & Reranking, Milvus, Elasticsearch, OpenSearch (kNN), CLIP, Whisper, OCR
Solutions Architecture
System Design, Microservices, Event-Driven Architecture (Kafka), CI/CD Design, GitOps (ArgoCD), SAML 2.0 / Active Directory, Keycloak, HashiCorp Vault
Cloud & DevOps
AWS, Docker, Kubernetes (HPA), Terraform, GitLab CI, Jenkins, Harbor, SonarQube, Trivy, Prometheus, Grafana, Loki, Velero
Backend
Python, FastAPI, Django, PHP, Laravel, Node.js, .NET, PostgreSQL, MySQL, MongoDB, Redis
Frontend & Mobile
React, Next.js, Vue.js, React Native, TypeScript, Kotlin, Swift
Leadership
Engineering Management, Technical Roadmap, Code Review, Mentoring, Agile / Scrum, Stakeholder Management

Experience

Technical Manager

2019 – Present
GPS Education · Full-time
  • Lead a cross-functional team (backend, frontend, Flutter, QA, UI/UX, DevOps), owning architecture, code review and delivery across GPS Education's web, mobile and AI platform ecosystem
  • Designed and shipped a production RAG learning assistant used by 1.5K students and educators, giving answers grounded in uploaded books with source citations
  • Built the GenAI pipeline: Qwen LLM, Qwen3 embeddings and reranking, Milvus + Elasticsearch hybrid search, LangChain and FastAPI on GPU-accelerated Docker (NVIDIA runtime)
  • Added OCR document extraction and Whisper speech features, secured with Keycloak/JWT and monitored with Prometheus
  • Architected microservices infrastructure on Docker, Kubernetes and Terraform with GitLab and Jenkins CI/CD pipelines, cutting deployment time by 60%
  • Mentored 18+ developers and introduced Agile practices that improved delivery speed by 40%
Python FastAPI LangChain RAG Milvus Elasticsearch Hugging Face Kubernetes Terraform PHP / Laravel React Native AWS

Senior Consultant (AI & Solutions Architecture)

Apr 2024 – Present
Interface.ae · Contract · Remote from Egypt
  • Lead the AI, backend (Python, .NET) and mobile delivery team (business analysis, frontend, backend, Flutter, QA, UI/UX)
  • Shipped four AI products presented at GITEX Global 2025 (NLA-GPT, NLA-Translation, NLA-Face Similarity, NLA-Image Similarity) plus a companion Publication App
  • Authored the solution architecture for NLA Single View, a unified, permission-aware AI search platform for the National Library & Archives
  • Designed a fully self-hosted DevOps platform on Kubernetes with zero dependency on managed cloud services
  • Built React Native apps with offline support and real-time sync, cutting load times by 50% and holding 99.9% crash-free sessions
  • Integrated third-party APIs and payment systems across iOS and Android
Solutions Architecture Kubernetes ArgoCD Kafka OpenSearch HashiCorp Vault SAML / AD React Native TypeScript Python .NET

Senior AI Specialist

Nov 2023 – Present
Winover.com · Contract · Remote from Egypt
  • Lead the AI, Python backend and React team for the DMT and APRS automation systems
  • Built APRS, an AI system that automates architectural design from AutoCAD drawings, with automated building-permit and CAD verification and compliance reporting
  • Designed the target CI/CD architecture for BINAA, a live government platform on dmt.gov.ae, enabling zero-downtime releases and one-command rollback
  • Delivered an interim Docker Compose deployment path so the team got automation and rollback before full Kubernetes provisioning
  • Built Python/Django applications for AI-generated reports and building permits, and delivered the DMT and BINAA engineering training platforms in React
Solutions Architecture Kubernetes ArgoCD CI/CD Design React Python Django

Senior Developer

2018 – 2019
212 Solutions
  • Built native Android (Kotlin) and iOS (Swift) applications and PHP REST APIs for enterprise clients, including the 212 Nursery Management System
  • Optimized application performance, reducing load times by 35%
Kotlin Swift PHP MySQL

Founder & Technical Director

2014 – 2018
SabelHost · Development & Hosting Services
  • Founded and ran a web development and hosting company end-to-end, from business development to technical delivery and infrastructure
  • Built and led a team of 6 developers and designers, delivering 50+ web projects
  • Set up hosting infrastructure and server management services alongside custom CMS and e-commerce platforms
PHP Laravel WordPress Server Management

Freelance Web Developer

2009 – 2013
Self-employed
  • Delivered 30+ custom PHP and WordPress projects with a 90% client retention rate
PHP MySQL WordPress

Featured Projects

RAG Chatbot API — GenAI Learning Assistant

Production · 1.5K users
GPS Education · chatbot.api.gps.com.eg

Production RAG platform letting students and educators upload books and documents and get answers grounded strictly in that content, with streaming chat, source citations and admin analytics.

  • Full RAG pipeline: ingestion, chunking, Qwen LLM, Qwen3 embeddings and reranking, hybrid retrieval across Milvus and Elasticsearch
  • Multimodal features: OCR document/image extraction and Whisper-based speech
  • GPU microservices (FastAPI, Docker + NVIDIA) with Keycloak/JWT auth, Prometheus observability and a Next.js/PostgreSQL admin dashboard
FastAPI LangChain Qwen Hugging Face Milvus Elasticsearch Docker (GPU)

NLA Single View — Unified AI Search Platform

Solutions Architecture
Interface.ae · National Library & Archives

Full technical architecture for a central platform unifying independent AI-driven services (AI agents, image, voice, translation) behind one permission-aware search layer, scaling without blocking on AI/RAG processing time per request.

  • Event-driven design: per-service connector plugins → Kafka event bus → indexing workers computing CLIP embeddings and pHash fingerprints → OpenSearch (full-text + vector/kNN) as the central index
  • SAML 2.0 / Active Directory login with group-to-role mapping, enforced as ACLs at index time and filtered again at query time by the API gateway
  • Each connector plugin ships as an independent Kubernetes microservice with its own HPA, so services scale independently under load
System Architecture Kafka OpenSearch CLIP / Embeddings SAML / AD Kubernetes

Self-Hosted DevOps Platform (Kubernetes)

Solutions Architecture
Interface.ae · Internal Platform

Fully self-hosted DevOps platform, from source control to production, with zero dependency on third-party managed cloud services: GitLab & Jenkins CI with SonarQube/Trivy gates, Harbor registry, ArgoCD GitOps, HashiCorp Vault secrets, cert-manager TLS, Prometheus/Grafana/Loki/Alertmanager observability, MinIO object storage, n8n automation and Velero backup/DR.

Kubernetes GitLab / Jenkins ArgoCD Harbor HashiCorp Vault Prometheus / Grafana / Loki Velero

BINAA — DMT Abu Dhabi Government Platform

Solutions Architecture
Winover.com · dmt.gov.ae

Documented the current-state infrastructure and designed the target CI/CD architecture for a live government platform, moving it from manual FTP deployment to GitOps on Kubernetes (Bitbucket → Jenkins → Docker → ArgoCD → Kubernetes) with zero-downtime rolling releases, one-command rollback and automated PostgreSQL backups to S3-compatible storage.

Kubernetes ArgoCD / GitOps Jenkins Docker PostgreSQL

APRS — AI Architectural Design Automation

AI Automation
Winover.com

AI system that automates architectural design from AutoCAD drawings, with smart inspection, building-permit and CAD verification, and compliance reporting.

AI AutoCAD / CAD Compliance Automation

Other Projects

Robotoys — Educational Gaming Platform

App Store & Google Play

Educational gaming platform for children with interactive learning modules, progress tracking and gamified experiences across iOS, Android and web.

React Native React Laravel AWS

GPS Education Ecosystem

Internal Enterprise Suite

Notification systems, question-bank management and an interactive examination platform (GPS Notifier, GPS Internal Bank, Present).

Laravel React WebSockets Redis Docker

El Moasser ABC — Educational App

Live on App Store & Google Play

Early-childhood learning app covering alphabet learning, pronunciation guides and progress tracking for parents and educators.

React Native Node.js MongoDB Firebase

212 Nursery Management System

212 Solutions · Enterprise Solution

End-to-end nursery management covering enrollment, attendance, parent communication and administrative tools.

Laravel Vue.js MySQL

Education & Additional Information

Education
B.A., Social Work · South Valley University, 2012
Languages
Arabic (Native) · English (Professional)
Military Service
Exempted