Simon d'Harcourt

WORK EXPERIENCE

Oct 2023 - Apr 2024

Affluences

COMPUTER VISION ENGINEER • PARIS

• Improvement and consolidation of computer vision algorithms. • Evaluation and optimization of large-scale machine learning model performance. • Resource optimization to ensure the software can be deployed on various hardware types. • Experimentation with new methods to measure foot traffic in partner establishments.

March 2023 - June 2023

Milvue

SOFTWARE ENGINEER • PARIS

Milvue is a company developing software to analyze medical images with AI. Within the Software Engineering team, I contributed to the following missions: • Tests development • API development • Data Engineering

January 2021 - March 2023

Citalid

DATA SCIENTIST • DEVELOPER • PARIS

Citalid's mission is to predict companies' cyber exposure to major cyber actors and estimate their average annual financial loss due to cyber incidents, taking into account their security profile. I started as the first data scientist in the startup, working with a team of 12 people. Two and a half years later, I left a company that had grown rapidly in both staff (45 people) and revenue. Missions: • Developing the new Citalid's algorithms for risk estimation of the companies • Data restructuration of Citalid's cyber threat intelligence • Building tools for data acquisition, interpretation, and visualization • Performance optimization of the backend server

April 2020 - Octobre 2020

Lusis

RESEARCH ENGINEER • INTERNSHIP • PARIS

A 6 month research internship aiming to develop a content-based music recommendation model for Qobuz, a company in musical streaming. This fully autonomous work lead me to deepen my knowledge of recurrent variational autoencoders and signal classification, and enhance my ability to develop a production-ready model based on research papers.

SKILLS

Machine Learning

Pytorch, TensorFlow, Scikit-learn, OpenCV, Hugging Face

Programming

Python/Django/Flask/FastAPI, Ruby/Rails, Dart/Flutter, Js/Ts/Web

Data Science

Big Query, Pandas, Plotly, Matplotlib, Google Data Studio

EDUCATION

2016 - 2020

Generalist Engineering Student

CENTRALESUPELEC - PARIS

Top tier generalist engineering school

Functional Programing

OOP

Compiler Theory

Quantum Computing

Numerical Methods

OS Programming

Computability Theory

Robotics

Machine Learning

2019

Web Development Bootcamp

LE WAGON - MONTREAL

9-weeks bootcamp to get started with web developement

HTML & CSS

JavaScript

Ruby on Rails

SQL & Databases

APIs

Git & GitHub

Responsive Design

UX/UI Design Principles

Deployment

2013 - 2016

Preparatory Class Student

STANISLAS - PARIS

High-intensity study of Mathematics and Physics to prepare for the entry into French engineering schools.

Logic

Algebra

Differential Calculus

Group Theory

Numerical Sequences

Polynomials

Linear Algebra

Reduction of Endomorphisms

Thermodynamics

Classical Mechanics

Electrostatics and Magnetic Fields

Electric Circuits

Mecanical Waves

Fluid Mecanics

Wave Optics

Diffusion

Quantum Physics

Hi , I'm Simon d'Harcourt
Machine Learning Engineer

Hello , I'm
Simon d'Harcourt
Machine Learning Engineer