Full-Stack & Generative AI Engineer

BenHammouda Mouhamed Ali

3+ years building SaaS platforms, CRM systems, and AI-powered products. Currently designing LLM-integrated e-health applications — from FastAPI services to the React interfaces patients and clinicians actually use.

React · Next.js · TypeScript · Node.js · Python — Docker, AWS, REST & LLM integration

Get in touch →LinkedIn ↗GitHub ↗

FEEDBACK.LOG

Mohamed was a valuable Full-Stack Developer on our team. He consistently delivered high-quality code, met sprint deadlines, and communicated effectively with both the team and our clients. He is reliable, professional, and a pleasure to work with. I highly recommend him.

Kamel Mouelhi

CEO, Business Soccer

Mohamed is a highly skilled Full-Stack Engineer with strong expertise in AI-integrated systems. He consistently delivers high-quality solutions, resolves complex technical challenges, and contributes significantly to our product. His professionalism, reliability, and commitment have made him an essential member of our team. We are very happy to have him at YouR OS and highly recommend him.

Yosri Jerbi

CEO, YouR OS

Mohamed worked with us as a .NET Engineer and was a reliable, professional, and dedicated team member. He always respected deadlines, managed challenges effectively, and remained calm under pressure. His commitment and problem-solving mindset made him a great addition to our team.

Oussama Mellouli

CEO, HTSOFT

Stack

Frontend

ReactNext.jsTypeScriptVue.jsFlutter

Backend

Node.jsExpress.jsPythonFastAPILaravel.NET

AI / Integration

LLM IntegrationWorkflow AutomationREST APIsWebSockets

Infra

DockerAWSCI/CDMySQL

Experience

Oct 2025 → Present

Generative AI Engineer

YouR OS

Sfax, Tunisia

Integrated LLM services into modular FastAPI backends for AI-powered e-health solutions, boosting document processing efficiency by 40%.
Built secure, scalable REST APIs and service layers supporting intelligent workflow automation across 5+ core modules.
Shipped real-time React/TypeScript web and Flutter mobile clients, holding 99% uptime for patient communication and monitoring features.
Optimized backend architecture with container orchestration and CI/CD, cutting response times by 30%.

Nov 2024 → Oct 2025

Full-Stack Developer

Business Soccer

St-Eustache, QC

Developed and scaled a subscription web platform: React (TypeScript) front-end, Laravel back-end, fully Dockerized.
Integrated Stripe for subscription payments with automated webhooks.
Established CI/CD pipelines for smoother testing and deployment.
Designed and optimized RESTful APIs for service-to-service communication.

★ Employee of the Month — Nov 2024

Sep 2024 → Nov 2024

Odoo Developer (Freelance)

Relay Sky

Djerba Midoun, Tunisia

Customized and extended Odoo modules in Python for specific business requirements.
Built custom UIs and reports with Odoo QWeb templates and JavaScript.
Integrated Odoo with third-party systems via REST APIs and WebSocket connections.
Automated business workflows to increase operational efficiency.

Jan 2024 → May 2024

Full-Stack Developer (Internship)

HTSOFT

Sfax, Tunisia

Built a full-stack application for managing ISO standards, audit results, and non-conformity statistics.
Engineered a reusable component that dynamically generates data tables, cutting development time.
Implemented multi-language support across eight languages for international accessibility.
Built responsive React/TypeScript interfaces on a .NET and MySQL back-end.

Projects

Products built end-to-end — architecture, backend, front-end, and the AI layer that ties them together.

Healthcare · AI ERP for Doctors

Your Care

An AI-powered ERP that gives doctors a single place to manage their patients end-to-end — records, appointments, treatment history, and follow-ups. An AI layer sits on top of the core workflow, helping physicians summarize patient files, surface relevant history, and cut down the admin time spent between consultations.

ReactTypeScriptFastAPIFlutterLLM IntegrationPatient ERP

AI-assisted patient management — core loop

Dossier Patient

Résumé IA du Dossier

Consultation & Suivi

Plan de Traitement

Rappels & Suivi Auto

Dossier Patient

Résumé IA du Dossier

Consultation & Suivi

Plan de Traitement

Rappels & Suivi Auto

IMPACT · Doctors spend less time digging through paper files and past notes before a consultation — the AI layer pulls the relevant history together automatically, so the appointment starts with context, not a search.

Healthcare · Multidisciplinary Board Platform

AMOP

Full platform built for L'AMOP — l'Oncologie Privée Unie en Tunisie — which brings together most private-sector oncologists in Tunisia across three specialties: medical oncology, radiotherapy, and oncological surgery. Includes a complete admin dashboard for managing physicians, patient dossiers, and board sessions, plus a web and mobile front-end for day-to-day clinical use.

ReactTypeScriptFastAPIFlutterLLM IntegrationAdmin Dashboard

AI-assisted case review — 7-step workflow

Soumettre le Dossier

Analyse IA

Révision Coordinateur

Session RCP

Discussion Collaborative

Décision Validée

Archive Sécurisée

Soumettre le Dossier

Analyse IA

Révision Coordinateur

Session RCP

Discussion Collaborative

Décision Validée

Archive Sécurisée

IMPACT · Reviewing a case used to take days of scheduling and back-and-forth meetings before the board could reach a decision. With AI pre-analysis feeding straight into the RCP session, the full oncology board now reviews and validates a dossier in a single sitting.

How I ship a system

Every project follows the same discipline — from whiteboard architecture to a scalable product running in production, not just a working demo.

Architect

Map service boundaries, data flow, and API contracts before writing code.

system design

Build

Implement backend services and client apps against that contract.

Node · Python · React

Containerize

Package every service so it runs the same on any machine, every time.

Docker

Automate

Wire up CI/CD so tests and deploys run without manual steps.

CI/CD

Deploy

Ship to AWS or Azure with a cloud architecture built to scale, not just to launch.

AWS · Azure

Observe & scale

Track uptime and latency, then tune infrastructure as real load arrives.

monitoring

Architect

Map service boundaries, data flow, and API contracts before writing code.

system design

Build

Implement backend services and client apps against that contract.

Node · Python · React

Containerize

Package every service so it runs the same on any machine, every time.

Docker

Automate

Wire up CI/CD so tests and deploys run without manual steps.

CI/CD

Deploy

Ship to AWS or Azure with a cloud architecture built to scale, not just to launch.

AWS · Azure

Observe & scale

Track uptime and latency, then tune infrastructure as real load arrives.

monitoring

Languages

ArabicNATIVE

EnglishFULL PRO

FrenchPRO

GermanPRO

Education

Bachelor's Degree, Computer Science

Institut Supérieur d'Informatique et de Multimédia de Sfax
Sep 2021 — May 2024

Base of operations

Gouvernorat Monastir, Tunisia

Open to relocation across the EU — remote or on-site.

BenHammouda Mouhamed Ali

React · Next.js · TypeScript · Node.js · Python — Docker, AWS, REST & LLM integration