cv

Software Engineer in Machine Learning

Mindee

- Co-Development of a distributed computing library based on Directed Acyclic Graphs (https://github.com/mindee/tawazi) - Development and optimization of a thread-safe inference framework for deep learning models in Python. Small experience with Cython. - Deep learning model RAM and computation time optimization (Tensorflow, ONNX) on various hardwares. - Deployment of applications with Kubernetes, Spinnaker and OpenLens. - Troubleshooting of performance issues (Flamegraphs, ptrace, strace, perf...), memory and file descriptor leaks (C). - Infrastructure and Deep learning models load testing (Locust, custom framework).

Data Scientist (Graphène Advisory)

Beijaflore

Deep Learning for anomaly detection in unstructured log data. Siamese networks approach for similarity-based learning, in real time of streaming log events. • Implemented state of the art parsers for real-time streaming parsing of log events. • Implemented a Rest-API : Backend in Django and frontend in Angular. • Designed a simulated logging system and perform real-time anoamly detection on it

Research intern in computer vision

Schlumberger

Adapted Active learning techniques with semantic segmentation in the context of asset integrity inspection • Built a pipeline for automatic interactive Active Learning. • Found a way to reduce the labeling time while keeping peak accuracy

Data Science Intern

PEAT GmbH

Used machine learning to create a farm activity recommendation system from weather data. Used deep learning to better classify ornamental plants from other plants

Intern - Assistant construction site supervisor

BATEG - VINCI Construction France

Blue collar job - managed a team of several people and assisted various technicians in their work in the office in charge of the structure

Master of Science - MS

Sorbonne Université

Mathematics and Computer Science - (Deep Learning and Machine Learning)

Master of Engineering - MEng

MINES ParisTech

Engineering

• null - Large Scale Data Mining and Machine Learning
• null - Droit du travail
• - Recherche Opérationnelle

Lycée Charlemagne

CPGE PCSI/PC*

Baccalaureat

Lycée Henri IV

Mechatronics Project : "B.R.A.Voice" for IRCAM

Design of an artificial mouth with a group of 12 students, in collaboration with students from BTS communication, BTS electronics and BTS mechanics. - Equation of the main acoustic functions of the mouth. - Running workshops to explain the project to secondary school students

Research work on sociology

This work was carried out as part of an intensive ‘Public Affairs and Innovation’ (API) course taught by research professors from the Centre de Sociologie de l'Iinnovation (CSI) at the Ecole des Mines de Paris, which aims to train engineering students in the political dimensions of large-scale industrial technical projects. A study trip was made to French Guiana to conduct sociological research (using interviews) applied to the challenges of industrial mining in French Guiana.

ALEF: "Alternative pour L'Energie du Futur"

Study and modelling of a Smart Grid system for the Paris Saclay Campus, consultancy mission for the Paris Region, in partnership with Enedis. - Simulation of the electricity needs of each player - Integration of storage systems and optimisation of their use