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Frédéric Debraine

About

Machine Learning Engineer

ML Engineer with proven track record in building successful algorithms & predictive
models for different industries. As a passionate engineer and continuous learner, I am seeking to leverage
my technical expertise to solve real-world problems.

Skills

Bash

Brain-computer Interfaces

C++

Cloud Computing

Computer Vision

Deep Learning

Docker

Google TensorFlow

Machine Learning

Matlab

Matplotlib

OpenCV

PostgreSQL

Python

Pandas

RESTful architecture

Scikit-Learn

Scrum

Spark

Open for

fulltime

parttime

Work Experience

Visium SA

2020-10 -

Workplace
Machine Learning Engineer
Location

Zürich

Employement type

fulltime

› Responsible for the implementation of 4+ projects in diverse sectors. › Developed whole ML systems: data pipelines, ML workflows, ML models, back-end and front-end design as well as implementation.

DataHow AG

2019-10 - 2020-05

Workplace
Machine Learning and Software Engineer
Location

Zürich

Employement type

internship

› Designed data-driven strategies for bio-process modeling. › Implemented state-of-the-art signal processing methods for spectroscopic data. › Introduced automatic model selection to boost performance and robustness.

ETH Zurich

2019-10 - 2020-09

Workplace
Student Research Assistant at NCM Lab
Location

Zürich

Employement type

parttime

› Conducted research on deep learning for real-time classification of brain signals. › Designed a visual interface to record EEG data and perform real-time inference.

ETH Zurich

2018-11 - 2019-06

Workplace
Student Research Assistant at CVG Lab
Location

Zürich

Employement type

parttime

› Reviewed Matlab code and exams from students of Computer Vision course. › Collected a benchmark dataset for long-term visual localization using Hololens.

Lingzhi Robotics

2017-07 - 2017-08

Workplace
Algorithm Engineer
Location

Shanghai

Employement type

internship

› Proposed an algorithmic solution for face recognition with eyeglasses. › Developed a visual interface for testing on live webcam.

Academic Experience

ETH Zurich -

 

2017.09 - 2020.09

Master of Science, MSc in Robotics, Systems and Control (major in ML & CV)

École polytechnique fédérale de Lausanne -

 

2015.09 - 2017.07

Bachelor of Science, BSc in Microengineering