IBM-Certified AI Engineer & Hackathon Winner

Building Agentic AI Systems & RAG Architectures

AI Engineer specializing in production-grade Agentic AI systems, Computer Vision, and RAG architectures. IBM-certified expert with hands-on experience in watsonx Orchestrate, multi-agent systems, and enterprise AI deployment.

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12+
Projects
1st
Hackathon Wins
92%
Avg. Accuracy

About Me

AI Engineer with expertise in building enterprise-grade AI systems and scalable solutions

Tasnim Mtir

AI Engineer & Data Science Specialist

I'm an AI Engineering student at ESPRIT specializing in Agentic AI systems, RAG architectures, and Computer Vision. With IBM professional certification and hackathon wins, I focus on building production-ready AI solutions that solve complex problems.

My expertise spans from designing multi-agent systems with LangGraph and CrewAI to implementing advanced RAG pipelines with vector databases and deploying scalable AI applications on cloud platforms.

Currently seeking a 6-month AI engineering internship to contribute to innovative projects and develop enterprise-grade AI solutions.

Email
tasnimmtir586@gmail.com
Location
Monastir, Tunisia
Phone
+216 21 985 584
GitHub
github.com/tasnim-mtir

Professional Experience

Hands-on experience in AI engineering and full-stack development

AI Engineering Intern

Pura Solutions
Jun 2024 – Aug 2024

Developed medical document analysis platform with automated AI pipelines

  • Built document processing system reducing manual work by 40% with 90% accuracy
  • Optimized database queries reducing response time from 2.1s to 0.8s
  • Implemented vector similarity search for efficient document retrieval
  • Served 50+ daily users with real-time document analysis capabilities

Full-Stack Development Intern

Mydev
Feb 2023 – May 2023

Built driving school management system with real-time features

  • Developed Angular/Node.js application serving 200+ active users
  • Implemented real-time chat module reducing communication delays by 75%
  • Improved UI/UX flows cutting task completion time by 30% (3.2 to 2.2 minutes)
  • Designed MySQL database with optimized queries handling 1000+ records

Engineering Degree in AI & Data Science

ESPRIT Engineering School
2023 – Present

Specialization in Artificial Intelligence and Data Science

  • Relevant Courses: Advanced ML, Computer Vision, RAG Architectures, Agentic AI
  • Research Focus: Multi-agent Systems and Vector Databases

Technical Skills

Comprehensive expertise across AI/ML, software development, and data engineering

AI & Machine Learning

  • LLMs & RAG Systems (LangChain, LangGraph)
  • Computer Vision (YOLOv8, DeepSORT, OpenCV)
  • Multi-agent Systems (CrewAI, AutoGen, BeeAI)
  • Vector Databases (FAISS, Chroma, Pinecone)
  • Transformers, CNNs, Gradient Boosting

Programming & Frameworks

  • Python (TensorFlow, PyTorch, FastAPI, Flask)
  • Node.js, Angular, TypeScript, JavaScript
  • Flutter, Dart, Mobile Development
  • Java, C#, .NET, PHP, Laravel

Cloud & MLOps

  • IBM watsonx Orchestrate & IBM Cloud
  • Docker, Containerization, CI/CD
  • MLflow, Experiment Tracking
  • Vercel, REST APIs, Microservices
  • Git, GitHub, Version Control

Data Engineering

  • MongoDB, PostgreSQL, MySQL, Redis
  • PySpark, Hadoop, Big Data
  • ETL Pipelines, Data Warehousing
  • Data Visualization (Power BI, Tableau)
  • Scrum, Agile, CRISP-DM

Projects

A showcase of my technical projects in AI, blockchain, NLP, and full-stack development

Decentralized Compute

Qubit-Forge-Quest – Decentralized Compute Economy

A decentralized compute marketplace connecting creators needing compute with investors providing liquidity through an automatic execution engine. Built for Qubic Hackathon's Nostromo Launchpad Track, demonstrating transparent on-chain compute economy.

3
User Roles
Auto
Task Processor
100%
On-chain
Live Demo Frontend Backend
React Node.js MongoDB JWT & OAuth Qubic Ecosystem
Production RAG System

ATHENA – AI-Powered Educational Platform

Production-ready educational platform with RAG-based AI assistant, intelligent quiz generator, and virtual coworking spaces. Features GPU-accelerated TinyLlama LLM, FAISS vector search, and role-based access control for students, teachers, and admins.

500+
Quiz Questions
GPU
Accelerated
3
User Roles
Frontend Backend
FastAPI TinyLlama LangChain FAISS React + TypeScript
Document Intelligence

AdminDoc-X – AI Document Processing System

Intelligent document processing system combining OCR with fine-tuned LayoutLMv3 for Named Entity Recognition. Extracts structured information from administrative documents with automatic classification, field extraction, and GPU-accelerated inference.

LayoutLMv3
Fine-tuned
92%
Confidence
GPU
Optimized
Backend Frontend
LayoutLMv3 PyTorch Tesseract OCR Flask Document AI
IBM Watsonx

DailyOps – AI Operations Control Agent

AI-powered operations assistant that automates morning routines by generating decision-ready daily briefings based on emails, meetings, and tasks. Built with IBM watsonx Orchestrate and deployed on Vercel.

92%
Accuracy
60%
Time Reduced
100+
Daily Queries
Live Website Repository
IBM watsonx Vercel LLaMA-3-90B AI Agent Workflow Automation
1st Place Hackathon

VisionX - Smart Analytics for Patisseries

Computer vision system that analyzes camera footage to track customers, predict waiting times with 85% accuracy, generate business KPIs, and send real-time alerts via Telegram when waiting times exceed averages.

85%
Accuracy
30%
Queue Reduced
15s
Alert Time
GitHub
YOLOv8 DeepSort Telegram API Python
Healthcare AI

Lung Cancer Prediction API

Automated pipeline for training and deploying a lung cancer prediction model using Gradient Boosting, FastAPI, and MLflow. Includes Makefile automation for environment setup, training, and deployment.

93.75%
Accuracy
200ms
Response Time
MLflow
Tracking
GitHub
FastAPI MLflow Gradient Boosting Makefile
Advanced RAG

ATHENA Legacy – AI Educational Assistant

Development of a sophisticated Q&A assistant using Retrieval-Augmented Generation (RAG) with LangChain, FAISS vector database, and Mistral-7B model, featuring enhanced accuracy through Sentence Transformers and a Streamlit interface.

25%
Quality Improved
1.8s
Response Time
100+
Daily Queries
GitHub
LangChain Mistral-7B FAISS Streamlit
Mobile AI

Famma? - Smart Fashion Mobile App

Innovative mobile application that uses computer vision to scan garments and suggest affordable alternatives or generate complete outfit ideas, built with Flutter and powered by ResNet50 for image recognition.

89%
Accuracy
10K+
Items Collected
80%
Time Reduced
GitHub
Flutter ResNet50 Selenium MongoDB
Nuit d'Info 2024

Ocean & Human Body Similarities

Interactive educational website exploring fascinating similarities between the human body and the ocean. Features an interactive quiz, flashcards system, and podcast integration to raise awareness about ocean preservation.

GitHub
Angular 17 TypeScript Interactive Quiz Educational
Live

Handmade Haven Ecommerce Site

A complete PHP ecommerce website for handmade accessories with product catalog, shopping cart, user accounts, order system, and admin panel. Deployed for free on InfinityFree.

Live Website GitHub
PHP MySQL Bootstrap JavaScript E-commerce
Desktop & Web

Curavibe - Medication Management & Recycling

Innovative desktop and web application promoting recycling of medications and pharmaceutical products. Features medication tracking with SMS alerts via Twilio API, donation system for unused products, and comprehensive health monitoring to reduce pharmaceutical waste.

Desktop Demo Web Repository
Java JavaFX Laravel MySQL Twilio API SDG Focus
Recommendation System

Movies Recommendation System

A intelligent movie recommendation platform that merges content-based and collaborative filtering to deliver highly personalized suggestions. Features a user-friendly interface and leverages real-time data from TMDb to ensure all information is accurate and up-to-date.

GitHub
Recommendation System Content-Based Filtering Web Scraping node.js Angular
Full Stack

Auto School Management System

Comprehensive driving school management platform with role-based access for students, instructors, and school owners. Features include interactive calendar for scheduling, real-time messaging with Socket.io, online courses with validation system, and detailed analytics dashboard with statistics and reporting.

GitHub
Angular Node.js SQL Socket.io Calendar Real-time Chat Dashboard Role-based Access
IoT

Smart Doorbell

IoT-based smart doorbell system with facial recognition, real-time notifications, and remote access capabilities for enhanced home security.

GitHub
IoT Facial Recognition Arduino ESP32-cam

Certifications

Industry-recognized certifications in AI, Machine Learning, and Data Science

IBM AI Engineering Professional Certificate

IBM Skills Network
Issued: Dec 2025

ML/DL specialist: Python, PyTorch/TensorFlow, GPT/LLaMA/BERT models.

Verify Certificate

IBM RAG and Agentic AI Professional Certificate

IBM Skills Network
Issued: Nov 2025

Advanced RAG, Vector Databases, LangChain, LangGraph, CrewAI, AutoGen

Verify Certificate

Agentic AI Hackathon with IBM watsonx Orchestrate

lablab.ai & IBM
Issued: 2025

Built DailyOps AI agent using IBM watsonx Orchestrate platform

Verify Certificate

Generative AI with Diffusion Models

NVIDIA
Issued: 2024

Advanced generative AI techniques with diffusion models

Verify Certificate

Applications of AI for Predictive Maintenance

NVIDIA
Issued: 2025

AI applications in predictive maintenance systems

Verify Certificate

Credit Risk Modeling in Python

365 Data Science
Issued: 2025

Advanced credit risk analysis using machine learning techniques

Verify Certificate

Machine Learning Deep Dive

365 Data Science
Issued: 2025

Comprehensive machine learning algorithms and applications

Verify Certificate

Achievements

Recognition and accomplishments in AI competitions and projects

1st Place – Camera AI Hackathon 2025

Won first place in computer vision competition for Vision X project

12+ Projects

Deployed AI systems serving real users with measurable impact

IBM Professional Certified

Certified expert in RAG and Agentic AI technologies

Languages

Communication skills in multiple languages

Arabic

Native Proficiency

French

Professional Fluency (C1)

English

Professional Fluency (C1)