Guilhem Raffray

Guilhem Raffray Email and Phone Number

Product Innovation Manager and Data Science Lead, Co-Founder @ Stackeo
France
Guilhem Raffray's Location
France, France
Guilhem Raffray's Contact Details

Guilhem Raffray work email

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About Guilhem Raffray

I love to work in a place where my creativity skills and strategic mindset are put to good use.I have a unique expertise in Decision Making and Systemic modelling which I use for a disruptive approach to the most complex problems. I believe in top-down reasoning then I scope the needs in Augmented Intelligence before setting up any Data Science/Data analytics/IA or Simulation principle.I was born enthusiastic and open minded. Therefore I see opportunities when some look at problems - like the "rabbit-duck" illusion.WHAT MAKES ME A SUCCESSFUL HEAD OF PRODUCT MANAGEMENT.*Visionary product designer and innovator with strategic mindset. I thrive to get a 360 degree view of my company to leveraging my impact on business growth. I continuously integrate business insights with the best solution development process.*Customer-focused approach to design. I master a variety of tools and processes in order to have a decisive impact on customer, from prototyping to product delivery, customer onboarding and retentionHighly skilled in information and data sciences.*Teamwork is the enabler. Everyday I learn and share with people since the best ideas emerge from information exchange and sharp (design) thinking. Thus I stimulate rich human interactions through workshops and collaboration tools. Together we go beyond.*Taking rationale decisions. I would relentlessly validate/invalidate people's intuition (mine first) with contradiction and testings of ideas. I will do my best to objectify any statement so that Cognitive bias would not mislead the company when dealing with market analysis, customer needs, technological capabilities or even risks.

Guilhem Raffray's Current Company Details
Stackeo

Stackeo

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Product Innovation Manager and Data Science Lead, Co-Founder
France
Website:
stackeo.io
Employees:
1
Guilhem Raffray Work Experience Details
  • Stackeo
    Product Innovation Manager And Data Science Lead, Co-Founder
    Stackeo
    France
  • Stackeo
    Product Innovation Manager & Data Science Lead, Co-Founder
    Stackeo Jul 2019 - Present
    Lyon, Auvergne-Rhone-Alpes, France
    As co-founder of Stackeo, I developed a B2B SaaS solution for decision makers in IoT. I was mainly in charge of leading the Product Discovery at crossroads with Strategy, Business and Customer Success challenges. My main tasks were:- leading Product Market Fit research, - driving user research & building Ideal Customer Profile, - prototyping MVP (Minimum Viable Product) and patenting features, - delivering in app using agile development practice in CI/CD.When co-managing a startup, I had to build a Business Plan, investigate Market, Set priorities and driving by impact, Hire talented coworkers, work on fundraising, convince in business meetings, participate in showcases and events.Company pitch:Stackeo is a SaaS company helping enterprises to industrialize their connectivity and IoT (Internet of Things) solutions at scale. We provide a suite of tools to articulate IoT strategy, align IT/OT teams and pilot sustainable value chains. Stackeo develops the concept of IoT-Architecture-as-Code, based on StackML, a dedicated modeling language and a patented systemic methodology.
  • Cosmo Tech
    Complex Systems Ai Product Developer
    Cosmo Tech Jun 2015 - Nov 2018
    Lyon Area, France
    Lead various projects of development of B2B SaaS applications for strategic decision making for large industrial companies.- Bring technical support in sales meetings- Lead product development (MVP)- Lead workshops with C-level clients- Investigate product market fit for every MVP- Code complex system simulations and ML algorithms (C++, python)Some relevant missions detailsClient: NexansRole: Project ManagerSubject: Product Market Fit of an Asset Management SaaS solutionKey results: Built strong partnership with CAC40 company. Reached the EU DSO market. How? Conduct user research (buyer persona and ICP), Test value proposition, Make product demo and sales material kit, Build trust with SME decision makersClient: SolvayRole: Product managerSubject: Reduce downtime in Oil&Gas industryKey results: Delivered a SaaS MVP combining a data pipeline (ETL), a predictive simulation tool and BI dashboards (plant OEE)How? Work on site with Process Plant Management team, Understand industrial challenges and convert it into product needs, Deep dive in the process science, Lead product developmentClient: Veolia - SedifRole: AI expert developerSubject: Crisis Management for Water supply network distributing 10M people "ServO"Key results: Delivered a product feature for finding optimal operation planHow? Conducted functional analysis, Created ad-hoc multi-criteria optimization tool on graph topology, Implemented custom Genetic Algorithm and Ant colony Algorithm (C++), Test at-scale on real datasetsClient: Petrogal, Dow Chemicals, Fertinagro - TOP-REFRole: Project managerSubject: Increase process performance in Oil&Gas and Chemicals industryKey results: On-site deployment of a Machine Learning solution for process optimization, Proven results published, Define EU standardsHow? Benchmark of ML tools, Built Surrogate model using Kriging (Python, Scikit-learn),
  • Cirad
    Phd : Multiple Criteria Decision Analysis For Food Process Design In Southern Countries
    Cirad Sep 2011 - Oct 2014
    Région De Montpellier , France
    Food process design is a complex activity facing the wide diversity of products and processes of the food industry. In southern countries, the dramatic rise of demand drives the need of improving existing traditional processes at industrial level. In this thesis, it was attempted to develop some rational mathematical method to deal with the multiplicity of objectives that have to be simultaneously satisfied when designing some food process. It was applied to the specific case study of the hot-smoking process for the production of traditional smoked catfish in an African context. First, a model was built and proved to be able to predict the process behavior with coherency. Then, the global optimization method enables to find very efficient and satisfactory design solutions. This original work raised the difficulties of the design activity in the food industry sector, especially the lack of relevant expert data.
  • Trefle Laboratory - Cnrs
    Engineering Internship In Solar Power And Phase Change Materials (Pcm)
    Trefle Laboratory - Cnrs Sep 2010 - Feb 2011
    Project of developping new devices for rapid thermal caracterization of PCM, which has growing domains of application in thermal energy storage for CSP (Concentrating Solar Plants) or Buildings energy savings (HQE Buildings in France). Studies of long-term behaviours' caracterization, and High temperatures modelling.Studies on undercooling characterization with thermal camera.
  • Canada Research Chair In The Aerodynamics Of Wind Turbines In Nordic Environment Aemn
    Engineering Internship In Wind Power Resource Predication
    Canada Research Chair In The Aerodynamics Of Wind Turbines In Nordic Environment Aemn Jul 2009 - Jan 2010
    Developed post-processing of meteorological data of Large Eddy Simulation Model (LES) in a Linux environment.Studied fluid mechanics of both boundary layer meteorology and turbulenceWorked with Canadian Numerical Weather Prediction models
  • Mgp Instruments
    Technical Internship In Electronics
    Mgp Instruments Oct 2007 - Nov 2007
    Optimized an antenna according process of a mass production device (potential benefit ~ 40k€ per year)Took part in negotiation with foreign suppliersNB : MGP Instrument is the global leading company of both Dosimetry & Radiation monitoring systems ; Part of Mirion's Group.

Guilhem Raffray Skills

Multicriteria Decision Analysis Operations Research Solar Energy Fluid Mechanics Mass Transfer Thermodynamics Numerical Simulation Numerical Analysis Matlab Aerodynamics Computational Physics Thermal Engineering Partial Differential Equations Modeling Heat Transfer Engineering Decision Analysis Complex Systems Sustainability Gestion De Projet Surrogate Models Design Of Experiments Food Process Applied Mathematics Renewable Energy Python Simulations Project Management Energy Efficiency Process Design Optimization Analytics Multiobjective Optimization R&d Genetic Algorithms

Guilhem Raffray Education Details

Frequently Asked Questions about Guilhem Raffray

What company does Guilhem Raffray work for?

Guilhem Raffray works for Stackeo

What is Guilhem Raffray's role at the current company?

Guilhem Raffray's current role is Product Innovation Manager and Data Science Lead, Co-Founder.

What is Guilhem Raffray's email address?

Guilhem Raffray's email address is gu****@****ail.com

What is Guilhem Raffray's direct phone number?

Guilhem Raffray's direct phone number is +33 4 37 66 *****

What schools did Guilhem Raffray attend?

Guilhem Raffray attended Arts Et Métiers Paristech - École Nationale Supérieure D'arts Et Métiers, Montpellier Supagro, Université De Bordeaux, Lycée Thiers (Marseille) - Prépa Scientifique Psi*.

What skills is Guilhem Raffray known for?

Guilhem Raffray has skills like Multicriteria Decision Analysis, Operations Research, Solar Energy, Fluid Mechanics, Mass Transfer, Thermodynamics, Numerical Simulation, Numerical Analysis, Matlab, Aerodynamics, Computational Physics, Thermal Engineering.

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