Freelancer profile translated to English.
Back to original languageAbout Bastien
Freelance engineer in machine learning and image processing, my language of choice is Python and I master the main libraries for Data Science (numpy, scipy, pandas, matplotlib, seaborn), for Machine Learning (Keras, scikit-learn, Tensorflow), and image and sound processing (scikit-image, opencv, librosa, tesseract).
You can use my services for:
• data analysis and data visualization
• design, train, and deploy machine learning models
• design and develop recognition systems on image and sound (detection, classification, shape recognition, OCR)
• image processing
Additional skills:
• geographic data processing (remote sensing images, shapefiles)
• Python developments
• GUI designs in Qt / PyQt
I prefer remote work assignments.
English
Fluent
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- Believe Innovation
On Malt
Implementation of detection algorithms on pieces of musicTECHJune 2020 - November 2020 (5 months)Development in python of two algorithms for the processing of pieces of music:- a system for detecting bass drum beats- a tempo tracking algorithm that adapts to changes in rhythm - ConfidentielSound event detectionTECHNovember 2019 - Today (6 years and 7 months)Design of a machine learning algorithm for the detection of sound events, for embedded use.
- SOLAB3DPre-study - detection and classification of glovesTECHAugust 2019 - September 2019Pre-study on the detection of professional gloves in videos, and the distinction of different models of gloves.
Reviews
AD
Account deleted
Reviewed on 9/6/2019
Effective and pedagogical, Bastien sought and found elegant ways to solve our challenge!
Laurent
Believe Innovation
Reviewed on 11/2/2020
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Education
- Master 2 - Signal Processing for Sound and ImageUPMC2009Machine learning appliquées à l'image et au son. Traitement numérique du signal, de l’image, du son et de la parole.
- Master 2 - Remote Sensing and Geomatics applied to the EnvironmentUniversité Paris 7 - Denis Diderot - IPGP2008Traitement d'images aériennes et satellites. Systèmes d'information géographiques (SIG). Application de techniques de machine learning supervisées et non supervisées pour la classification d'images satellitaires.