Samir Guenchi - AI Systems Engineer
Available for opportunities

Hey, I'm Samir
AI Systems Engineer &
Software Architect

AI Engineer Algorithm Coach RAG Systems Builder
"

Fourth-year AI Engineering student at ENSIA specializing in building production-ready AI systems. I create scalable RAG (Retrieval-Augmented Generation) architectures, optimize backend systems, and lead technical projects from idea to deployment. Whether you're new to tech or an experienced developer, I'm here to collaborate and build something meaningful together.

Core Expertise
AI/ML Systems RAG Architecture Software Design System Optimization
Schedule a Call GitHub Download CV

Featured Work

Projects That Solved Real Problems

Real-world projects where I tackled technical challenges and delivered measurable results.

Ministry Q&A System

Built an AI-powered Q&A system for Arabic government regulations. Helps citizens find answers quickly using NLP.

Python Arabic NLP RAG

"Speed matters more than perfection"

Enterprise Network Redesign

Redesigned company network from bus to star topology. Reduced latency by 40% and improved reliability.

Networking Automation n8n

"Find and remove bottlenecks"

Secure QR Scanner

Flutter mobile app that detects malicious QR codes before they cause harm. Simple security for everyone.

Flutter Security Mobile

"Simple solutions are often the best"

Other Projects

Hospital Management System

MERN stack with role-based access control, patient records, and real-time notifications.

React Node.js MongoDB

Liver Disorder Analysis

ML pipeline with ensemble methods achieving 95% accuracy on BUPA dataset analysis.

Python Scikit-learn XGBoost

Algorithm Visualizer

Interactive visualization of A*, BFS, DFS. Used by 20+ students in competitive programming.

Python Pygame

Healthcare Companion

Cross-platform app with medication reminders and appointment management. 40% adherence improvement.

Flutter Firebase

Marketing Campaign Predictor

Data analysis of 10K+ customer records. Improved ROI by 25% through predictive modeling.

Python Pandas

Blockchain Lab

Proof-of-work consensus implementation with 5+ smart contracts deployed on testnet.

Solidity Web3.js

For Everyone

Tech Terms Explained Simply

New to tech? Here's what these terms mean in plain English.

AI & Machine Learning

Teaching computers to learn from data and make decisions, like how you learn from experience. Think: Netflix recommendations or voice assistants.

RAG Systems

Retrieval-Augmented Generation: AI that searches for relevant information before answering, making responses more accurate and reliable.

NLP (Natural Language Processing)

Teaching computers to understand and work with human language. Examples: translation apps, chatbots, or text summarization.

Backend Development

The "behind-the-scenes" part of websites and apps. It handles data storage, security, and business logic that users don't see.

Full-Stack Development

Building both the visible part (frontend) and behind-the-scenes (backend) of websites and apps. A full-stack developer does it all.

Competitive Programming

Solving coding challenges under time pressure. Like a sport for programmers, testing problem-solving skills and algorithm knowledge.

Still confused about something? I'm happy to explain!

Ask Me Anything

Professional Experience

Progression of work, from current roles to earlier positions

Current & Featured

Software Engineering Intern

CURRENT
Algérie Poste • • Algiers, Algeria
  • Developing secure e-commerce platform using Rust and Lynx framework for high-performance web services
  • Implementing secure payment gateways and advanced user authentication systems
  • Optimizing backend architecture for scalability, security, and performance at enterprise scale

Automation & Network Optimization Intern

IMPACT
ENOF SPA • • Maghnia, Algeria
  • Redesigned network topology from bus to star architecture, improving reliability and reducing latency by 40%
  • Automated workflow processes using n8n, eliminating 60% of manual tasks and freeing up team capacity
  • Implemented comprehensive monitoring solutions for real-time network performance tracking and alerting

Professional Roles

Full-Stack Developer Intern

HR Technology • • Algiers, Algeria
  • Built project tracking web application using React and Laravel with real-time updates
  • Designed RESTful APIs and optimized MySQL database queries for improved performance
  • Implemented responsive UI/UX following modern design principles and accessibility standards

Freelance Mobile Developer

Self-Employed • • Remote
  • Developed 5+ cross-platform mobile applications using Flutter for diverse clients
  • Delivered projects with focus on performance optimization, user experience, and code quality
  • Managed full development lifecycle from requirements gathering through production deployment

Education & Coaching

Competitive Programming Coach

Algerian Olympiad in Informatics • • National Program
  • Coached students in advanced algorithms, graph theory, and dynamic programming
  • Prepared and mentored students for national competitions with personalized strategies
  • Created comprehensive practice problems and structured training modules

Algorithms Teaching Assistant

El Ijtihad School • • Maghnia, Algeria
  • Instructed students in Algorithms 1 & 2, covering fundamental to advanced concepts
  • Designed curriculum bridging theoretical concepts with hands-on coding challenges
  • Enhanced student engagement and comprehension through interactive teaching methods

IT Manager

Scientific Club, ENSIA • • Algiers, Algeria
  • Managed IT infrastructure and technical operations for student scientific club
  • Coordinated technical workshops and events for 50+ club members
  • Oversaw digital platforms and organization communication systems

Certificates & Attestations

Professional credentials, certifications, and event participations arranged by impact

Professional Certifications

KEY

Industry-recognized certifications and professional credentials

Event Attestations

PARTICIPATION

Workshops, conferences, competitions, and major events attended

Online Courses & Learning

SELF-STUDY

Completed online courses and self-directed learning accomplishments

More courses to showcase coming soon.

Let's Build Something Together

Research collaborations, internship opportunities, or just geeking out about NLP — I'm all ears. Prefer email or scheduled calls for serious inquiries.