Mariam Kanj
Developing high-performance full-stack applications with integrated RAG pipelines and intelligent agent orchestration, built on scalable, reliable architecture.
About Mariam Kanj
AI and Software Engineer
About Me
I build AI-powered web applications that combine traditional software engineering with modern AI systems. I work with MERN stacks and Next.js to create scalable platforms that integrate AI agents and RAG pipelines while maintaining performance and security.
Professional Journey
My professional journey in software engineering and AI development
Bachelor of Computer Science
Beirut Arab University (BAU)
Degree in Computer Science. Focused on core engineering principles, algorithms, and data structures.
Software Development Intern
IDS Fintech
Developed RESTful APIs using ASP.NET (C#) and SQL Server. Enhanced system performance through asynchronous programming.
Software Development
Full Stack Engineering
Building robust, scalable web applications using the MERN stack and Next.js, emphasizing clean architecture and performance.
Web Development Intern
Diraya
Built SaaS platforms using React.js and Tailwind CSS, integrating ASP.NET backends and translating Figma UI/UX into high-fidelity components.
AI Engineering
Advanced AI Specialization
Specializing in LLM Engineering, RAG systems, and Agentic workflows. Implementing fine-tuning (QLoRA) and multi-modal AI integration.
Hybrid Systems & AI-Native Applications
Current Focus
Building AI-Native applications by integrating autonomous multi-agent systems and optimized RAG pipelines into high-performance web products.
01.Expertise
- ▹Building fast web applications with Next.js and React, optimizing load speed and user experience.
- ▹Optimized RAG & Hybrid Search: Building high-accuracy retrieval pipelines through data purification, re-ranking, and search optimization.
- ▹Secure & Scalable Backend: Designing reliable APIs and microservices with rate limiting, authentication, and async processing.
- ▹Efficient Model Specialization: Implementing memory-efficient QLoRA fine-tuning and quantization for specialized LLMs with low-latency inference.
02.Technical Ethos
Performance First
Optimizing every byte to achieve maximum speed, ensuring sub-second load times and smooth interaction experience.
Innovation First
Continuously exploring new technologies and development patterns to solve complex problems efficiently.
Modular Architecture
Building clean, reusable codebases that scale easily without accumulating technical debt.
Scalability
Designing systems that grow with user needs, whether in web applications or AI systems.
Certifications
AI & ML Engineering Certificate
AI Engineer Core Track: LLM Engineering, RAG, QLoRA, Agents
Skills & Technologies
Next.js
Full-Stack Framework
React
Frontend Library
TypeScript
Type-Safe JS
Tailwind CSS
Utility-First CSS
Node.js
Server Runtime
PostgreSQL
Relational DB
MongoDB
NoSQL Database
Docker
Containerization
Supabase
Backend as a Service
ASP.NET Core
Enterprise Backend
Laravel
PHP Framework
SQL Server
Enterprise DBProjects
Showcasing innovative solutions that blend cutting-edge technology with exceptional user experiences.
FlightAI Assistant
A multi-modal AI agent built with Python and Gradio, featuring real-time SQL tool calling, web scraping, and media generation.
- ●Tool Calling: Autonomous SQL database queries for real-time ticket pricing
- ●Multi-Modal Output: Integrated Edge-TTS for audio and Pollinations AI for images
Insurellm RAG Engine
A high-performance RAG pipeline processing 70+ documents using ChromaDB and Groq inference for sub-second responses.
- ●Enterprise Knowledge Base: Processes 76 markdown documents into 971 semantic chunks
- ●Hybrid Architecture: Local mxbai-embeddings combined with ultra-fast Groq LLM
YOLO Object Detection
Real-time object detection and tracking system using computer vision for automated counting and monitoring.
- ●Advanced Detection: Utilizes pretrained YOLO model (yolo11l.pt) for high-accuracy multi-class detection
- ●Persistent Tracking: Implements object tracking across frames with unique IDs to prevent double counting
YoumaX AI
A robust full-stack MERN application featuring real-time state management, secure JWT authentication, and high-performance image processing.
- ●Advanced AI Chat: Context-aware conversations using Gemini 2.5 Flash model
- ●AI Image Generation: Create images from text prompts via ImageKit
BudgetBuddy
A premium personal finance application with real-time data visualization, multi-salary tracking, and advanced financial goal management. Built with modern tech stack including Supabase authentication and PDF reporting.
- ●Intelligent Dashboard: Financial overview with spending trends and category breakdown
- ●Multi-Salary Support: Manage multiple income streams with percentage-based allocation
Nasab Translation
A professional multilingual translator portfolio featuring Next.js 15, optimized for performance and elegant user interaction with modern UI components.
- ●Multilingual Support: Professional translation services in French, Arabic, and English
- ●Modern Architecture: Built with Next.js 15 App Router and Server Components
Looking for more specialized work?
I have 15+ additional specialized tools, experiments, and open-source contributions available on my GitHub profile.
View GitHub ProfileInsights
Technical insights, career reflections, and AI discoveries from my professional journey
Modern CAPTCHA Is Behavioral AI
Security systems analyze how you behave.
When Biology Meets AI
Artificial neurons are inspired by real neurons in brain.
My Diraya Internship Experience
Real products taught me how to think like a developer.
Resume
I have two specialized versions of my resume, one focused on software engineering and another on AI systems. Pick the one that best matches your interests!
Software Engineer CV
Full-stack web development with React, Next.js, Node.js, and scalable API design using ASP.NET and SQL databases.
AI Engineer CV
Building LLM applications, RAG systems, and AI agents with LangChain, Hugging Face, and multi-modal AI systems.
Contact Me
Reach out for projects, collaborations, or just to say hi!
Let's Solve Complex Problems Together
Whether you have an innovative project in mind or wish to explore collaboration opportunities, I'm excited to connect and bring your vision to life.