Frederic Roulland

Senior Software Research & Data Engineer

Salaire / Taux journalier

Grenoble, France

Freelance

Expertises

PythonIAData EngineeringData MiningDatabricksReactMachine LearningData ScienceJavaTypescriptFlaskRedisNeo4jGitJenkinsRESTful APIsGrafanaPlaywrightMicroservicesLLMs / Large language modelsJavascriptNumPypandasAzureETLscikit-learnMySQLMicrosoft SQL ServerDockerGraphQLPostmanElasticsearchCoaching agileLinuxProduct Ownership

Langues

Anglais (Courant)

À propos

Introduction

Senior software research and data engineer with 20+ years of experience. Currently acting as a technical lead for developping AI/data powered solutions. Broad experience of software, AI and data engineering techniques and technology. Strong analytical skills. Successfully conducting and contributing to several aspects of innovative product development. Strong orientation toward user-centric design and agile development. Appetite for international and multidisciplinary collaborations.

Liens

Expérience de travail

Technical Lead

SodexoFreelance

déc. 2020 - Présent

5 ans 11 mois

Technical lead and co-developer of three different applications/services related to supply and sales optimization/analytics. Involved from Proof of Concepts, industrialisation for global deployment in cloud environment up to incremental maintenance while in operations. Development of IA based products classification, retrieval, recommender, similarity , attributes extraction services using a combination of embeddings, supervised and generative AI NLP models with advanced criteria/filters search mechanisms. Development of large scale, multi tenants, automated analytics data pipelines integrating NLP-based enrichments. Technical environment: Python, Azure MLS, OpenAI/Langchain, DataBricks, ArangoDB, Azure Search, Great Expectations, NodeJS/React, Azure devops, Azure Data Factory

Group Lead

NAVER LABS Corp.

août 2017 - juil. 2020

3 ans

Grenoble Area, France

Created and managed a new competency team on the topic of Geo-spatial data. In charge of federating all research competencies of Naver Labs Europe around a research agenda targeted to produce the next generation of mobility assistance.

Xerox

janv. 2005 - juil. 2017

12 ans 7 mois

Area Manager

avr. 2011 - juil. 2017

6 ans 4 mois

Manager Data Intelligence Group Leading a team of 10-20 research engineers and scientists with mission to generate intellectual property and design innovative technology solutions that will collect, use and learn from data about people and devices usage in order to improve business processes. Focus in transportation and managed print services activities. Transportation research local lead at Xerox Research Center Europe In charge of federating XRCE researchers around a visionary research agenda that supports our transportation business, being the focal point between our researchers and all the transportation business units and being a thought leader for Xerox in this field.

Research Project Leader

avr. 2008 - mars 2011

3 ans

Xerox Research Center Europe

Research, Development, Transfer, Project Management activities within a Line of research aiming to develop new solutions for Collaborative Remote Troubleshooting / Self-Help support embedded in Xerox Office multi-functions printers’ user interface. Leader of a research project on innovative infrastructure for collaborative management of color within professional printing workflows.

Research Engineer

janv. 2005 - mars 2008

3 ans 3 mois

Software engineer

Objet Direct

janv. 2004 - déc. 2004

1 an

ST MICROELECTRONICS (Crolles / France) Consultant. Development of a system for the management of Maintenance operations in the Crolles 2 semi-conductor factory.

Research Engineer

Xerox

sept. 2002 - mars 2004

1 an 7 mois

Xerox Research Centre Europe

Research and Development activities mainly within the context of the EU project MILK. Development of a context-sensing infrastructure and a context-aware, large screen display embedded portal to support informal knowledge sharing within social spaces of companies with mobile and distributed workers.

Intern

Xerox

févr. 2002 - juil. 2002

6 mois

Xerox Research Centre Europe

Development of a context-sensing infrastructure and a context-aware, large screen display embedded portal to support informal knowledge sharing within social spaces of companies with mobile and distributed workers.

QA Engineer

Borland

janv. 2000 - déc. 2001

2 ans

Intern in the Quality Assurance team of the middleware unit. Development and maintenance of a test suite for Visibroker (Borland middleware CORBA) and Borland Application Server (J2EE Server).


Formation

Université Marie et Louis Pasteur

Master’s Degree, Computer Science

2001 - 2002

2 ans

UTBM

Master of sofware engineering, Image Communication and Information

1997 - 2002

6 ans

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