William Todo
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William Todo Email & Phone Number

Data Scientist | PhD | Predictive Maintenance & Deep Learning Expert | Eager to innovate through deep learning at ARTIDIS
Location: Toulouse, Occitanie, France 4 work roles 3 schools
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Current company
ARTIDIS
Role
Data Scientist | PhD | Predictive Maintenance & Deep Learning Expert | Eager to innovate through deep learning
Location
Toulouse, Occitanie, France
Company size
23 employees

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Quick answer

William Todo is listed as Data Scientist | PhD | Predictive Maintenance & Deep Learning Expert | Eager to innovate through deep learning at ARTIDIS, a with 23 employees, based in Toulouse, Occitanie, France. AeroLeads shows a matched LinkedIn profile for William Todo.

William Todo previously worked as Data scientist at Artidis and Phd Student - Data Scientist at Liebherr Aerospace And Transportation. William Todo holds Doctor Of Philosophy - Phd, Applied Mathematics from Université Paul Sabatier Toulouse Iii.

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ARTIDIS

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About William Todo

Hello! I am an experienced data scientist with a PhD and a proven track record of applying advanced machine learning techniques to drive innovation and efficiency in the aerospace and technology sectors. I specialise in developing state-of-the-art deep learning techniques and implementing them in real-world scenarios. I thrive on transforming complex data into solutions that drive innovation and efficiency.𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: My skill set includes but is not limited to:- Predictive Maintenance- Deep Learning & Machine Learning - Data Analysis & Visualization- Statistical Modeling- Python𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐢𝐧 𝐀𝐜𝐭𝐢𝐨𝐧: My passion for data science goes beyond academia. I'm a two-time finalist in the IDAO data science competition (2021 and 2022) and an active participant in various competitions, where I enjoy challenging myself, learning new tricks and keeping track of the latest industry trends.

Current workplace

William Todo's current company

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ARTIDIS
Artidis
Data Scientist | PhD | Predictive Maintenance & Deep Learning Expert | Eager to innovate through deep learning
Website
artidis.com
Employees
23
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4 roles

William Todo work experience

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Data Scientist

Current
Artidis

Bâle, Suisse

Jan 2024 - Present

Phd Student - Data Scientist

Liebherr Aerospace And Transportation

Toulouse, Occitanie, France

Developed a drift detection methodology tailored for time series data derived from flight operations, utilizing Variational Autoencoders (VAE) to significantly enhance system health monitoring's accuracy and reliability in the aerospace sector. Designed and implemented an innovative, explainable predictive maintenance framework that combined machine accuracy with human interpretability. This fusion was instrumental in increasing model reliability and stakeholder acceptance.These approaches have accelerated the tool development process by eliminating the need for time-consuming feature engineering, significantly reducing project timescales, and have been applied to time series of over 200k flights.

Nov 2019 - Oct 2023

Data Scientist

Liberty Rider

Toulouse Area, France

Developed and refined Liberty Rider's activity detection model with feedback from over 4,000 beta testers, achieving over 85% accuracy and enabling the successful launch of the app's auto-start feature.Designed and implemented a proof of concept using Mondrian Forest algorithms to personalise activity recognition models for individual users, improving performance over the generic, shared model.Led a hands-on data science segment during the 'Save Lives with AI' workshop, curating a public dataset challenge that guided over 30 computer science students through practical applications in road safety.

Mar 2019 - Sep 2019

Signal Processing Engineer

Cgg

Massy, Île-De-France, France

Developed a seismic data compression tool in C that achieved a 20% improvement in PSNR over previous algorithms through the innovative use of wavelet transform and optimal quantization techniques, redefining project efficiency standards.

Apr 2018 - Sep 2018
Team & coworkers

Colleagues at ARTIDIS

Other employees you can reach at artidis.com. View company contacts for 23 employees →

AN Amelia Nikischer Amelia Nikischer Colleague at ArtidisHuningue, Grand Est, France View → ES Evgeniy Stepanov Evgeniy Stepanov Colleague at ArtidisKirovsk, Leningrad, Russia, Russian Federation View → JT Jacqueline Tilley, Msc. Jacqueline Tilley, Msc. Colleague at ArtidisValencia, Valencian Community, Spain View → RO Ramin O. Ramin O. Colleague at ArtidisFreiburg, Baden-Württemberg, Germany View → YK Yannik Kübler Yannik Kübler Colleague at ArtidisBasel Metropolitan Area, Switzerland View → SA Shahad Al-Rawi Shahad Al-Rawi Colleague at ArtidisBasel, Switzerland View → TH Thomas Hoffmann Thomas Hoffmann Colleague at ArtidisBasel, Switzerland View → FF Florian Faller Florian Faller Colleague at ArtidisGreater Freiburg Area, Germany View → CR Christian Räz Christian Räz Colleague at ArtidisBasel, Switzerland View → AG Adelina Guse Adelina Guse Colleague at ArtidisBasel, Switzerland View →
3 education records

William Todo education

Doctor Of Philosophy - Phd, Applied Mathematics

Université Paul Sabatier Toulouse Iii

Conducted research in Explainable AI, using Variational Autoencoders (VAE) and contrastive learning for multivariate time series analysis..

Master'S Degree, Applied Mathematics

Université Paul Sabatier Toulouse Iii

Acquired deep expertise in data science through focused studies in machine learning, big data, and image and signal processing..

Baccalauréat, Scientifique Spé Mathématiques

Prytanée National Militaire

High School Diploma, Science with a focus on Mathematics, graduated with Honors (Mention Bien)

FAQ

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What company does William Todo work for?

William Todo works for ARTIDIS.

What is William Todo's role at ARTIDIS?

William Todo is listed as Data Scientist | PhD | Predictive Maintenance & Deep Learning Expert | Eager to innovate through deep learning at ARTIDIS.

Where is William Todo based?

William Todo is based in Toulouse, Occitanie, France while working with ARTIDIS.

What companies has William Todo worked for?

William Todo has worked for Artidis, Liebherr Aerospace And Transportation, Liberty Rider, and Cgg.

Who are William Todo's colleagues at ARTIDIS?

William Todo's colleagues at ARTIDIS include Amelia Nikischer, Evgeniy Stepanov, Jacqueline Tilley, Msc., Ramin O., and Yannik Kübler.

How can I contact William Todo?

You can use AeroLeads to view verified contact signals for William Todo at ARTIDIS, including work email, phone, and LinkedIn data when available.

What schools did William Todo attend?

William Todo holds Doctor Of Philosophy - Phd, Applied Mathematics from Université Paul Sabatier Toulouse Iii.

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