Freelancer profile translated to English.
Back to original languageAbout Alain
Doctor of Mathematics, Alain Fuser spent 13 years at ENGIE. Alain began working in the field of data analytics and deep neural networks as early as 2005, notably completing over a hundred projects in a large number of areas (production, sales, marketing, call center, trading, HR, real estate, ...), winning several innovation awards within ENGIE.
Alain founded NEHOOV in mid-2016 in Lyon, to help companies easily access deep learning for prediction or segmentation (clustering in English), and topological data analysis. For 4 years now, he has been helping numerous companies, such as a leader in mass retail, an insurance company in the national top 4, a multinational in the energy sector, but also SMEs and VSEs in the industry, marketing, internet sales, and human resources sectors… Alain has completed over 250 analytical projects in 15 years, including over 50 in the last 4 years.
ALAIN'S STRENGTH, and that of his collaborators? His speed of execution, thanks to fully automated modules! For example: for a client wanting a predictive system, Alain completed the task in SIX MAN-DAYS, while his competitors proposed a workload of 20 to 25 man-days.
English
Fluent
French
Native or bilingual
German
Basic
Polish
Basic
Can work on-site
Lyon (up to 50km)
Experience
- Electrabel groupe SUEZBusiness Information ManagerENERGY AND UTILITIESSeptember 2003 - February 2008 (4 years and 6 months)Lyon, FrancePricing & Tariffs: Pricing strategies & risk analyses for B2B electricity/gas commercial products Production of B2C tariff grids via genetic algorithms Supervision of 4 operational staff and 1 modeling engineer Information Systems: Expertise and assistance to the project owner for the entire Electrabel France IS platform Project owner and project management for a B2B & B2C pricing-offering-contracting tool (~4000 man-days over the period), Project owner for a B2C forecast tool (~700 man-days) Head of IT for one year, total urbanization of M&S Electrabel France IS Supervision of a team of 4 internal and 17 external staff Think Tanker Activity: Propose improvements for any IS or business matters Representative of EBL France- At the working groups of the Energy Regulation Commission- At the RTE governance commission and the French Electricity Union- At the SUEZ strategic working group "Fortissimo Smart Data"
- ENGIEDirector of Industrial Modeling Department FranceENERGY AND UTILITIESMarch 2008 - March 2012 (4 years and 1 month)Lyon, France Responsible for the modeling and software development team for thermal, hydraulic, and renewable energy sectors Supervision of a team of 2 modeling engineers and 6 external IT contractors (budget: €2M/year) Expansion to Nuclear France, BEEI, IP, DSDD projects Winner in 2012 of 2 GDF SUEZ France innovation awards Establishment of collaborative partnerships: Argonne National Laboratory (Chicago), subsidiary of the US Department of Energy, strategy department NeuralWare (Pittsburgh), neural system department Polytechnique / INRIA (Lille), metaheuristics department CNRS & Institut Henri Poincaré (Paris), mathematics/business relations department Camille Jordan Institute of Mathematics (Lyon) Strategic Models & Long-term Valuations: Stochastic valuation methodology for a hydraulic asset, software development from scratch,winner of an innovation award in 2012 Analysis of uncertainty diffusion in the calculation chain for determining business plansfor hydraulic concession renewal projects Valuation models for adjustment costs for renewable energy assets Development of an IS for optimizing and valuing solar assets, winner of an innovation award in 2012 Method for integrating variable O&M into long-term valuation tools for thermal assets Model for creating long-term value through gas & electricity synergies Performance reports on renewable energy assets using neural systems, IS deployment For BEE Economic Studies: modeling of electricity markets using multi-agent systems (bid/ask strategies, risk aversion, boom & bust identification, long-term planning expansion plan) Short-term Models: Renewable energy forecast models using genetic neural networks Neuronal forecast models for hydrological inputs for hydraulic power plants with high variability Development of a latest-generation non-linear engine IS
- ENGIESenior Vice-President Economic Studies Europe, BEE (European Energy Branch)ENERGY AND UTILITIESApril 2012 - December 2015 (3 years and 9 months)Bruxelles, BelgiumAnalytics: Implementation of neural solutions for various BUs of BEE -> predictive systemsfor solar & wind farms in Europe, data reliability monitoring systems for call centers,predictive systems for customer scoring, marketing, HR. Over 250 projects completed & deployed. Project Management: Supervision of group project teams related to various DS/EPM studies(annual budget: ~€23M); drafting governance notes for the Executive CommitteeMonitoring of IT developments in non-linear optimization and analytics, monitoringof schedule adherence for dedicated teams Planning: Development of project charters and prioritization of various studies, methods, andmodels necessary for BEE economic studies, interfaced with the groupPromoter of model and IT evolutions enabling BEE to achieve excellence,maintaining a "network" in metaheuristic algorithms (INRIA, US universities) Implementation: Provider of quantified economic frameworks for strategic plans, MTP,SON, PP, as well as any BEE business unit / country economic study requestSupport to BDO for project evaluation in peer review and project reviewSupport to Generation Business and BDO in the "second look" & "look back" processSupport to regulatory affairs to prepare & defend BEE and group positions;Analysis of economic reports upon request for the BEE Executive Committee, DS managementand the Energy Policy Committee Watch & Assess: Country/BEE corporate exchange workflow in market intelligence (business contexts,economic forecasts, fuel prices, demands…);Analytical reports by country, quantification of all changes in electricity and CO2 marketsand their impacts on GDF SUEZ asset positions Methodologies: Setting of assumptions for market analyses, financial valuations, andportfolio analyses;Contribution to the CSR process of reference scenarios by favoring fundamental approachesand establishing a cascading scenario processto all BEE business entities
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Education
- Doctorate in Pure MathematicsInstitut Elie Cartan1997Résolution du problème des 3 corps en mécanique quantique. Détermination des représentations unitaires des groupes quantiques de rang 1.