Amine MEKKI
Based in Lille, FranceMACHINE LEARNING
ENGINEER
Contact MeAbout Me
Experience
AI ENGINEER @ GENFIT
December 2024 - Present
Lille, France
- Developing and deploying a multi-object detection and tracking solution.
- Developing and implementing a solution for classifying and detecting pathological tissues, as well as automating cell counting in microscopic images
AI ENGINEER @ Sanofi
September 2023 - August 2024
Lyon, France
- Contributed to the automation of quality report generation using LLMs and RAG, enhancing accuracy and reducing generation time by more than 50%.
- Developed custom tools for data retrieval from VDB and for generating graphical representations.
- Created an evaluation pipeline for the RAG application.
- Tech Stack : Python, AWS S3, LangChain, LangGraph, Pinecone, Redis, RAG, Kubernetes.
MLOps Engineer - intern @ Ecole des Mines Alès
January - March 2024
Alès, France
- Developed and implemented an MLOps pipeline to automate end-to-end processes for model training, evaluation, and deployment.
- Established data and model drift monitoring solutions, ensuring model stability and long-term performance.
- Leveraged AWS services to deliver cost-effective, scalable solutions for model training and deployment.
- Tech Stack : Python, AWS S3, AWS ECR, AWS SageMaker, AWS Lambda, API Gateway, and GitHub Actions, Docker.
Data Scientist - intern @ Vaisala
April - August 2023
Saclay, France
- Analyzed data from both products to find joint applications and improve their performance.
- Conducted in-depth market research and developed machine learning calibration methods, improving product focus and measurements.
- Tech Stack : Python, AWS S3, Bitbucket, scikit-learn
Machine Learning Engineer - Intern @ EuroMov Digital Health in Motion
January - April 2023
Montpellier, France
- Analyzed functional near-infrared spectroscopy (fNIRS) signals from patients undergoing transcranial direct current stimulation (tDCS).
- Derived unique biomarkers to establish correlations between the electric dosage and fNIRS responses. Enabling dosage modulation based on patient responses, contributing to a future personalized treatment strategies for cognitive function restoration in patients with brain damage.
- Tech Stack : Python, Github, scikit-learn, Pytorch
Stack
Projects
Personal Project
Healthcare Management Platform
Personal Project
Developed the TBIBI APP, a scalable web platform that enhances healthcare access and delivery for patients and professionals. Built key services including a real-time messaging system using WebSocket, a symptom-based doctor search, and an AI-powered app for doctors to review patient documents and find possible diagnoses.
Personal Project
Credit Card Fraud Detection
Personal Project
Developed a real-time fraud detection system using FastAPI, Kafka, and Cassandra, enabling efficient transaction monitoring and fraud analysis with scalable microservices architecture.
Personal Project
Medical Image Captioning
Personal Project
Development of a chest X-ray images analysis tool using Vision Transformer and GPT-2. Improved ROUGE and CIDEr scores by 5% compared to ResNet-GPT2 approach.
Personal Project
Url Phishing Detector
Personal Project
Developed a machine learning solution to detect phishing URLs, involving data preprocessing, feature engineering, and model training. The project includes a React frontend and a FastAPI backend, facilitating user interactions for training and inference. The application is containerized using Docker, ensuring efficient deployment and scalability if needed.
Education
Engineering Degree in Computer Science, AI and Data Science
Master of Science, Biomedical Engineering
Get In Touch
Hi There!
I’m currently looking for a Data Scientist or Machine Learning Engineer role. My inbox is always open. Whether you are interested in my profile, have a question or just want to say hi. Feel free to reach out.
Contact Me© 2025 Amine MEKKI . Feel Free to use the template.