Yassine Ouardani

Featured Projects

Some of my recent work and contributions

Current Work

1/3

Medical Document OCR/NLP Pipeline

Designed comprehensive OCR/NLP pipelines for medical document processing using Python and FastAPI. Built RAG-based chatbot with Elasticsearch for efficient information retrieval.

Current work at Data2innov

Python FastAPI Elasticsearch RAG Langchain

AI/ML

1/3

AI Food Segmentation System

Developed innovative food segmentation APIs using computer vision and multimodal models. Integrated Grounding DINO and SAM for precise food detection and segmentation.

Current work at Data2innov

Python Computer Vision SAM Grounding DINO

Freelance

1/3

AI-Powered CRM Assistant

Designed AI-powered follow-up assistant and offer-generator for sales dashboard. Implemented RAG pipelines with OpenAI models and real-time streaming via Server-Sent Events.

Freelance Project • Current

Python FastAPI LangChain PostgreSQL OpenAI

Healthcare

1/3

Health Device Monitoring System

Built AI agent systems to monitor and analyze connected health device data. Implemented real-time sensor data streaming with HL7 FHIR standards using ELK stack.

Current work at Data2innov

Langchain WebSocket Kafka Elasticsearch Grafana

Computer Vision

1/3

Industrial Risk Detection AI

Trained AI models for industrial risk detection using industrial data. Developed computer vision solutions for safety monitoring in industrial environments.

Internship at Solyntec AI • 2023

Python OpenCV Azure Docker Kafka

Machine Learning

1/3

EMG Gesture Classification

Implemented gesture classification using EMG signals. Collected and preprocessed EMG data, extracted features, and developed ML/DL models for gesture recognition.

Personal Research Project

Python XGBoost RandomForest SVM Signal Processing

Deep Learning

1/3

Arabic Calligraphy CNN Classifier

Developed CNN-based model for Arabic calligraphy classification using VGG16 architecture. Achieved high accuracy in distinguishing different Arabic calligraphy styles.

Internship at LATIS • 2023

Python PyTorch VGG16 CNN CUDA

YOLO

1/3

Security Detection System

Implemented YOLO-based detection algorithms to enhance security by monitoring door and window status. Built real-time object detection for security applications.

Internship at ENOVA ROBOTICS • 2023

Python YOLO Roboflow Ultralytics LabelImg

Professional Experience

My journey in AI engineering and computer vision

AI Engineer

Data2innov

Designed and deployed high-performance OCR/NLP pipelines with Llama Vision. Implemented ELK infrastructure for document indexing and real-time analytics dashboards. Built RAG-based chatbot with Elasticsearch for efficient vector storage and developed agentic AI system using Langchain for health data monitoring.

PyTorch Computer Vision NLP Elasticsearch RAG

Aug 2024 - Present

Udemy Instructor

Computer Vision Course

Created and delivered comprehensive computer vision courses to thousands of students worldwide. Developed practical projects and hands-on tutorials covering image processing, deep learning, and real-world applications. Maintained high student engagement with interactive learning materials and responsive support.

Teaching Computer Vision OpenCV Deep Learning

Jan 2025 - Present

Freelancer

Baltic AI

Developing sophisticated AI agent systems using LangGraph and LangChain frameworks. Building autonomous agents for complex workflow automation and intelligent decision-making processes. Implementing multi-agent architectures for distributed AI solutions.

LangGraph LangChain AI Agents Python

Jan 2025 - Present

Graduate Intern

Falcon Inspection Services – Solyntek AI

Developed AI models for industrial risk detection using industrial data. Established continuous optimization workflows for AI models and evolving risk scenarios. Contributed to creating semi-automated deployment pipelines for machine learning models.

Python OpenCV Azure Docker Kafka

Jan 2024 - Jun 2024

Data Science Intern

LATIS

Contributed to creating a comprehensive Arabic calligraphy images dataset. Developed CNN-based model for digit classification using VGG16 architecture. Focused on computer vision applications for Arabic text recognition and classification.

PyTorch CNN VGG16 Python

Jul 2023 - Sep 2023

Computer Vision Intern

ENOVA ROBOTICS

Developed door and window state detection system using YOLO algorithm. Enhanced security and surveillance systems through real-time detection capabilities. Implemented object detection solutions for automated monitoring applications.

Python YOLO Roboflow Ultralytics

Jun 2023 - Jul 2023

Summer Intern

AVIONAV / SARAB

Studied the potential of celestial navigation using star images and deep learning techniques. Explored astronomical navigation applications through computer vision and machine learning approaches. Researched satellite imagery processing for navigation systems.

Python TensorFlow Satellite Imagery Stellarium

Jun 2022 - Aug 2022

Certificates & Achievements

Professional certifications and notable accomplishments

Machine Learning with Python

IBM-coursera

Explain key concepts, tools, and roles involved in machine learning, including supervised and unsupervised learning techniques.

Issued: 2023 ML

Fundamentals of Agents

Hugging Face

Certificate of achievement Fundamentals of Agents

Issued: 2025 AI

Hackathon Winner

2025 Digital Health Forum

We presented the Asone4Health project by Data2Innov and secured 3rd place, under the high patronage of Mr. Mustapha Ferjani, Minister of Health, and in the presence of His Excellency, the Ambassador of the People's Republic of China China flag

Won: 2025 Competition

Deep Learning Specialization

Coursera -DeepLearning.AI

Learn best practices for using TensorFlow, a popular open-source machine learning framework Train a neural network for a computer vision application Build a basic neural network in TensorFlow

Issued: 2022 AI

Start it Up Hackathon

Junior Enterprise ENISo

Communication Manager at the "Start it Up Hackathon" It was an outstanding experience, and I take pride in the work we accomplished as a team. My responsibilities included managing social media, Marketing Communication and coordinating with various teams, and ensuring the smooth execution of the event.

Awarded: 2023 Award

Hackathon Winner

EmbodiedTech Hackathon

First place in the 48-hour EmbodiedTech Hackathon organized under the DAAD project, for developing an AI model for EMG signal detection.

Won: 2023 Competition

Building Video AI Applications

NVIDIA

Building Video AI Applications at the Edge on Jetson Nano

Issued: 2022 AI

Docker Training Certification

KodeKloud

Docker Training Course for the Absolute Beginner

Issued: 2025 Devops

Hi, I'm Yassine OUARDANI

Featured Projects

Medical Document OCR/NLP Pipeline

AI Food Segmentation System

AI-Powered CRM Assistant

Health Device Monitoring System

Industrial Risk Detection AI

EMG Gesture Classification

Arabic Calligraphy CNN Classifier

Security Detection System

Professional Experience

AI Engineer

Udemy Instructor

Freelancer

Graduate Intern

Data Science Intern

Computer Vision Intern

Summer Intern

Certificates & Achievements

Machine Learning with Python

Fundamentals of Agents

Hackathon Winner

Deep Learning Specialization

Start it Up Hackathon

Hackathon Winner

Building Video AI Applications

Docker Training Certification

Technical Skills

Programming

AI/ML & Frameworks

Web Frameworks & APIs

Databases & Data

Tools

Monitoring & Analytics

Get In Touch

Send Me a Message

Email

Phone

Location