Backend and architecture
NestJSNode.jsFastAPISpring BootMicroservicesREST APIs
"Every interface is a promise."
Before the logic, there is the interaction. A seamless surface waiting to be engaged, where design and intent meet.
Software architect engineer / Tunisia / available now
Raed GuembriArchitecture with the pulse of a live release.
I design and ship full-stack systems where architecture, interface motion, and developer discipline work like one instrument.
From Web GIS platforms and AI-assisted recruitment tools to dashboards, automated quality systems, VPS deployments, and data-heavy products, I build software that feels fast, legible, observable, and ready to scale.
40%
evaluation efficiency gained
30%
reporting time reduced
10h
saved per onboarding cycle
GIS + AI
specialized product domains
Now playing
Raed Guembri
Mock avatar slot
Base
Hammamet, Tunisia
Engineer.json
{
role: "Software Architect Engineer",
focus: ["architecture", "frontend", "Agentic AI"],
status: "Open to new opportunities",
location: "Hammamet, Tunisia"
}
Stack frequencies
Backend and architectureFrontend systemsData and platform
Open to software engineering, architecture, QA automation, and AI-integrated product work.
NestJSNode.jsFastAPISpring BootMicroservicesREST APIsAngularReactVue.jsNext.jsInteractive dashboardsGIS interfacesPostgreSQLPostGISNestJSNode.jsFastAPISpring BootMicroservicesREST APIsAngularReactVue.jsNext.jsInteractive dashboardsGIS interfacesPostgreSQLPostGIS
01 / Career arc
From dashboards to AI-assisted systems and map-heavy platforms.
Each role sharpens a different frequency: product delivery, spatial systems, quality engineering, and interfaces built to survive real usage.
Frontend systems
AngularReactVue.jsNext.jsInteractive dashboardsGIS interfaces
Data and platform
PostgreSQLPostGISMongoDBVPS deploymentDockerServer monitoringKubernetesGeoServer
Quality and AI
PlaywrightPrompt engineeringMCP workflowsAI tool integrationOpenCVAssemblyAI
01Apr 2025 - Present
Full Stack JS/TS Developer
WOLO - Tunis, Tunisia
Built a full-stack Web GIS platform with Angular and NestJS for spatial visualization, asset management, and map-heavy analysis workflows.
Designed a PostGIS schema optimized for fast spatial queries and geometry operations.
Configured GeoServer to publish WMS and WFS services for efficient map layer delivery.
Integrated Leaflet with custom controls, real-time editing, and dynamic spatial rendering.
Deployed applications to VPS environments with Docker and monitored both server health and application behavior in production.
Refined the overall system with cleaner contracts and more reliable data-fetching flows.
Impact note
Improved performance, maintainability, and scalability through clean architecture, API versioning, optimized spatial data delivery, and production deployment monitoring.
Toolkit
AngularNestJSPostgreSQLPostGISGeoServerLeafletMongoDBDockerVPS
02Jan 2025 - Apr 2025
QA Engineer Freelance
Nexits - Paris, France - Remote
Strengthened end-to-end testing for a React, Next.js, and PostgreSQL application with maintainable Playwright suites written in TypeScript.
Expanded comprehensive end-to-end coverage around business-critical journeys.
Created reusable page-object patterns that made tests easier to extend and maintain.
Automated fragile flows to reduce manual regression effort.
Raised reliability across complex UI and API interaction paths.
Impact note
Improved regression confidence and long-term test scalability across critical UI and API user flows.
Toolkit
PlaywrightTypeScriptReactNext.jsPostgreSQLObject-oriented test architecture
03Jan 2024 - Nov 2024
Full-Stack and AI Engineer Intern
Inoteqia - Tunis, Tunisia
Planned and built a recruitment platform from scratch, combining full-stack delivery with AI-driven profile analysis and interview assessment.
Built the platform architecture to streamline hiring workflows from end to end.
Integrated AI analysis for candidate profiles and interview performance.
Implemented scalable APIs and robust data pipelines for real-time scoring.
Turned raw assessments into structured decision-support insights.
Impact note
Improved evaluation efficiency by 40% through automated skill matching, feedback processing, and decision-support scoring.
Toolkit
AngularNode.jsPythonAI agentsMachine learning modelsScoring algorithms
04Jun 2023 - Nov 2023
Full-Stack JavaScript Developer (Apprenticeship)
Nexits - Paris, France - Remote
Delivered new B2B application features and an analytics dashboard that helped clients move faster through onboarding and daily operations.
Built an intuitive analytics dashboard for interactive operational metrics.
Integrated MongoDB for real-time data retrieval and visualization.
Improved product usability with cleaner component architecture.
Optimized data pipelines so decision-making happened faster.
Impact note
Reduced onboarding time by around 10 hours per implementation cycle and cut reporting time by 30% with better dashboard flows.
Toolkit
Vue.jsJavaScriptMongoDBBusiness analytics dashboardsData visualization
02 / Selected work
Projects staged like headline releases, with the interface carrying the atmosphere.
The UI stays dark and focused. The project imagery carries the color. Each card acts like a case-study poster with direct links when the build is public.
01
PrivateFeatured build
SmarTown 3D GIS
Web GIS platform for 2D and 3D map studies, spatial analytics, and asset intelligence.
AngularNestJSPostGISGeoServer
02
LiveFeatured build
Mining Maps
Advanced portfolio of interactive maps and spatial analytics for mining operations, asset management, and environmental monitoring.
Next.jsSupabase
LaunchPrivate repo
03
LiveFeatured build
Albania Booking
Booking platform for hotels, cars, and stays in Albania, currently evolving toward a richer travel workflow.
ReactViteSupabaseStripe
05
LiveFeatured build
HR Assistant
AI-assisted HR system for analyzing candidate profiles and interview performance with faster decision support.
AngularNode.jsMongoDBPythonFlaskOpenAiOpenCvAssemblyAi
LaunchPrivate repo
06
CodeFeatured build
Job search engine
Job discovery engine with recommendation logic for certificates, skills, and learning roadmaps.
FlaskPydanticAiAiAgents
Demo on requestSource
03 / Formation
Engineering fundamentals, certifications, and a habit of learning in public.
The foundation is software engineering, but the portfolio also reflects QA depth, AI exploration, and a strong appetite for production-focused tooling.
EE
2019 - 2024
Software Engineering Degree
ESPRIT Engineering School - Tunis, Tunisia
Computer science engineering degree completed with honors, including a capstone focused on AI-driven applications.
Graduated with HonorsCapstone project on AI-driven applicationsStrong foundation in software architecture and product delivery
MB
2012 - 2017
Baccalaureate in Science and Technology
Med Boudhina High School - Hammamet, Tunisia
Science and technology track with strong preparation in mathematics, analysis, and engineering fundamentals.
Graduated with strong academic performanceBuilt the discipline that led into engineering school
Certifications
Degree in Computer Science Engineering
ESPRIT - 2024
2024
Credential: ESPRIT2024
Languages
Arabic
Native
English
Professional
French
Professional
Operating principles
Design systems should feel intentional, not decorative. Every surface has a job.
Architecture matters most when it improves clarity, speed, and long-term changeability.
Testing is part of product confidence, not just a final checkpoint.
AI belongs inside useful workflows, never as empty spectacle.
04 / Closing track
Ready to tune the next system, product surface, or platform release.
If you need architecture thinking, full-stack delivery, QA discipline, or AI-assisted features that still feel grounded in product reality, I am ready to build.
Location
Hammamet, Tunisia
Focus
Architecture + product systems
Availability
Open for new roles and selective freelance work