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Jodie Gauvain

Summary

Currently working as an R&D engineer in automatic speech recognition, I received a solid education in computer science, specialized in bioinformatics and statistical modeling. I am interested in new opportunities in the fields of computer science, biological data analysis and machine learning.

Skills

Programming

Algorithms

machine learning

statistics

Statistical Modelling

Python

Java

Shell Scripting

Unix Proficiency

English

Data Science

data analysis

Biological Data Analysis

Text Analysis

Experiences

Research and Development Engineer

09-2016 - Now

Development of automatic speech recognition systems, from data scrapping to software packaging. Conception and implementation of algorithms for automatic speech recognition in a variety of languages; participation in national and international research projects. Main aspects: - statistical modeling and application of machine learning methods (supervised and unsupervised learning, Markov models, neural networks..) - processing of large quantities of text and audio - Bash/Perl scripting and proficiency in Unix environments. - participation in the company's communication projects (reports, events) Since October 2016: - development of a new system for the automatic recognition of Swedish in the media - adaptation of the English system for the recognition of audio from air traffic controllers and cockpit voice recordings.

Statistics Intern

02-2016 - 08-2016

Development of statistical methods to analyze and classify data from connected sensors. (6 month intership during my masters) Tasks performed: - Bibliography on functional data analysis. - Development of programs in R for the statistical analysis of the results of studies on connected sensors, aiming to evaluate these sensors (namely for a sweat sensor and a UV exposure tracker). - Collaboration with the different teams on site as well as in the US. - Implementation of a tutorial-like methodology for these kinds of analyses and writing of a didactic report with the aim of facilitating the understanding and of these methods for future studies.

Speech Technology Software Development Assistant

04-2015 - 09-2016

IT development

Participation in developping systems for automatic speech recognition. (1 day a week in parallel of my masters). Main tasks : - Recovery of text and audio data from the web - Implementation of programs for the extraction and processing of these data - Transcription and phonetization of data in English and French - Participation un the companies communication projects (events, explicative and promotional videos). - Assistance in various administrative tasks such as billing

Education & training

Université Paris 6 - Pierre Et Marie Curie

2014 - 2016

Paris, France

IT development,

Studies / Statistics / Data

Masters in Bioinformatics, biomathematics and computer modeling

My soft skills

Analytical

Team player

Flexible

Positive

Languages spoken