Our Latest Projects
01
MedAnalyser – AI-assisted medical image analysis platform
Challenges
• Harness the power of AI to provide reliable medical analyses in a short time.
• Ensure the confidentiality and security of sensitive medical data.
• Design a modular and extensible architecture to integrate future AI models.
• Offer a modern, simple, and responsive interface tailored to healthcare professionals.
Solution & Architecture
• Backend: FastAPI (Python), SQLite database with SQLAlchemy ORM, secured by JWT. AI integration via Google Gemini API and alternative with Ollama (Llama3.2-vision).
• Frontend: React 18 with Vite, TailwindCSS + Headless UI for design, React Router DOM for navigation, Context API for state management, and React Query + Axios for requests.
Key Features
• Automated analysis of medical images using AI (Google Gemini/Llama3.2-vision).
• Modern and responsive user interface.
• Secure authentication via JWT.
• Extensible architecture for adding new features.
• Optimized performance with FastAPI and Vite.
Top Techologies Used
02
Nexus AI – Intelligent assistant for IT management and business processes
Challenges
• Design a system capable of processing and understanding a variety of business documents.
• Provide intelligent chat with history and multilingual support.
• Integrate and manage multiple LLM models (OpenAI, Ollama) in a consistent manner.
• Ensure a high-performance architecture for vector data management and real-time processing.
Solution & Architecture
• Frontend: React 18 + TypeScript, Vite for building, TailwindCSS + Lucide Icons for design, Zustand for state management, Axios for HTTP requests.
• Backend: FastAPI + Uvicorn, PostgreSQL for relational data, Qdrant for vectors, SQLAlchemy + Alembic for ORM.
• AI and document processing: Sentence-transformers, Transformers, LangChain, PyPDF2, and python-docx for document processing, OpenAI and Ollama integration for LLM models.
Key Features
• Intelligent chat with history and voice recognition.
• Document management (incident guides, business processes).
• Comprehensive administration interface and user management.
• Advanced monitoring and logging.
• Multi-model LLM support and enriched contextual responses.
• Real-time performance metrics and interaction monitoring.
Top Techologies Used
03
Merisier Car – Web Car Rental Solution
Challenges
• Design a modern, responsive interface for a smooth user experience.
• Set up a real-time booking system with multi-criteria management (price, type, fuel, transmission).
• Ensure user and transaction security via JWT.
• Structure a high-performance database to support advanced searches and filters.
Solution & Architecture
• Frontend: Vue.js with Composition API and Vue Router for smooth navigation, Bootstrap and TailwindCSS for a modern design, dynamic components for displaying vehicles and advanced filters.
• Backend: NestJS (modular and scalable REST API), management of vehicle routes, users, reservations and authentication, validation and exception handling via class-validator, security with JWT.
• Database: MySQL with TypeORM for entity, relationship, and migration management, optimized for multi-criteria searches and availability filters.
Key Features
• Real-time vehicle search and booking.
• Advanced filtering by type, price, transmission, and fuel.
• Secure user account management (registration, login).
• Administrator dashboard to manage vehicles and bookings.
• Integrated customer service with 24/7 support.
Top Techologies Used
04
RecruitSmart – Intelligent application analysis software
Challenges
• Design an analysis engine capable of extracting and evaluating information from different CV formats.
• Ensure objective and standardized evaluation of candidate profiles.
• Provide a simple, intuitive interface tailored to recruiters.
• Enable effective comparison and tracking of applications.
Solution & Architecture
• Job definitions with key criteria and skills.
• Multi-format CV upload (PDF, DOCX, DOC, TXT).
• AI analysis for information extraction, automatic scoring, and recommendations.
• Generation of detailed results with overall scoring and evaluation criteria.
Key Features
• Intelligent analysis of resumes and matching with job requirements.
• Objective evaluation: overall score (/100) and sub-scores (/10) by criteria (experience, education, potential).
• Details of the candidate’s strengths and weaknesses, with textual justification.
• Analysis history to compare multiple applications.
• Export results to PDF reports.
Top Techologies Used
05
BlogSanté – Web platform for publishing health articles
Challenges
• Design a high-performance, scalable application.
• Ensure smooth, responsive navigation on all devices.
• Guarantee security and detailed user management (authors, administrators).
• Structure a relational database optimized for content and subscriptions.
Solution & Architecture
• Frontend: Vue.js 3 (Composition API, Vue Router) + TailwindCSS & Bootstrap for a modern, responsive, and user-friendly interface.
• Backend: NestJS (modular and scalable REST API) with JWT security, validation via class-validator, and Swagger documentation.
• Database: MySQL with TypeORM (entity, relationship, and migration management).
Key Features
• View trending articles and filter by category.
• Full article display (title, author, date, content, image, reading time).
• Newsletter subscription connected to the backend.
• Admin area to manage articles, categories, and subscribers.
Top Techologies Used
