Raed Guembri

Raed Guembri

Software Architect Engineer

I design and ship full-stack systems where architecture, interface motion, and developer discipline work like one instrument.

Summary

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.

Open to software engineering, architecture, QA automation, and AI-integrated product work.

Experience

Full Stack JS/TS Developer — WOLO

Tunis, Tunisia · Apr 2025 - Present

Built a full-stack Web GIS platform with Angular and NestJS for spatial visualization, asset management, and map-heavy analysis workflows.

Impact: Improved performance, maintainability, and scalability through clean architecture, API versioning, optimized spatial data delivery, and production deployment monitoring.

  • 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.

Angular · NestJS · PostgreSQL · PostGIS · GeoServer · Leaflet · MongoDB · Docker · VPS

QA Engineer Freelance — Nexits

Paris, France - Remote · Jan 2025 - Apr 2025

Strengthened end-to-end testing for a React, Next.js, and PostgreSQL application with maintainable Playwright suites written in TypeScript.

Impact: Improved regression confidence and long-term test scalability across critical UI and API user flows.

  • 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.

Playwright · TypeScript · React · Next.js · PostgreSQL · Object-oriented test architecture

Full-Stack and AI Engineer Intern — Inoteqia

Tunis, Tunisia · Jan 2024 - Nov 2024

Planned and built a recruitment platform from scratch, combining full-stack delivery with AI-driven profile analysis and interview assessment.

Impact: Improved evaluation efficiency by 40% through automated skill matching, feedback processing, and decision-support scoring.

  • 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.

Angular · Node.js · Python · AI agents · Machine learning models · Scoring algorithms

Full-Stack JavaScript Developer (Apprenticeship) — Nexits

Paris, France - Remote · Jun 2023 - Nov 2023

Delivered new B2B application features and an analytics dashboard that helped clients move faster through onboarding and daily operations.

Impact: Reduced onboarding time by around 10 hours per implementation cycle and cut reporting time by 30% with better dashboard flows.

  • 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.

Vue.js · JavaScript · MongoDB · Business analytics dashboards · Data visualization

Projects

SmarTown 3D GIS

Web GIS platform for 2D and 3D map studies, spatial analytics, and asset intelligence.

Angular · NestJS · PostGIS · GeoServer

Mining Maps

Advanced portfolio of interactive maps and spatial analytics for mining operations, asset management, and environmental monitoring.

Next.js · Supabase

Albania Booking

Booking platform for hotels, cars, and stays in Albania, currently evolving toward a richer travel workflow.

React · Vite · Supabase · Stripe

Iron Log

Workout tracking application focused on progress monitoring, consistency, and clean data-driven feedback.

React · Vite · Supabase

HR Assistant

AI-assisted HR system for analyzing candidate profiles and interview performance with faster decision support.

Angular · Node.js · MongoDB · Python · Flask · OpenAi · OpenCv · AssemblyAi

Job search engine

Job discovery engine with recommendation logic for certificates, skills, and learning roadmaps.

Flask · PydanticAi · AiAgents

Skills

Backend and architecture
NestJS, Node.js, FastAPI, Spring Boot, Microservices, REST APIs
Frontend systems
Angular, React, Vue.js, Next.js, Interactive dashboards, GIS interfaces
Data and platform
PostgreSQL, PostGIS, MongoDB, VPS deployment, Docker, Server monitoring, Kubernetes, GeoServer
Quality and AI
Playwright, Prompt engineering, MCP workflows, AI tool integration, OpenCV, AssemblyAI

Education

Software Engineering Degree

ESPRIT Engineering School, Tunis, Tunisia · 2019 - 2024

Computer science engineering degree completed with honors, including a capstone focused on AI-driven applications.

Baccalaureate in Science and Technology

Med Boudhina High School, Hammamet, Tunisia · 2012 - 2017

Science and technology track with strong preparation in mathematics, analysis, and engineering fundamentals.

Certifications

Languages