Graduated from Finance & Engineering, passionate about Data Science and its applications. Hard-working, reliable, curious, quick-minded, fast-learner, creative.Technical experiences:- Machine Learning: Clustering, Classification, Regression, Recommendation- Programming languages: R, Python, Java, SQL, Matlab, Spark- Analytics: understanding business problems and providing business insights- Hadoop: using its tools (e.g. Impala, Hive, Hue)- Quantitative Finance: Stochastic Calculus, Econometrics, Quantitative Management, Investment- Business acumen: Onsite experience in various projects and teams (PnC, Health, Life and Saving Business lines) in Pricing, Marketing, Procurement, Claims Operation and Underwriting for France, USA, Middle East & Hong Kong
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Head Of Applied AiFundamentalUnited States
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Head Of SolutionsMistral AiSingapore -
Rvp, Applied Ai Experts, Apac @ DatarobotDatarobot Feb 2023 - PresentBoston, Massachusetts, Us -
Director Apac, Data Science Practice - Pre Sales At DatarobotDatarobot Sep 2022 - Mar 2023Boston, Massachusetts, Us
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Director Asia, Data Science Practice - Pre SalesDatarobot Dec 2021 - Sep 2022Boston, Massachusetts, Us
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Asia Team Lead Data ScientistDatarobot Jun 2021 - Dec 2021Boston, Massachusetts, Us
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North Asia Lead Data ScientistDatarobot Sep 2020 - Jun 2021Boston, Massachusetts, UsI cover Hong Kong, Taiwan and KoreaI led most of the initial Hong Kong client engagements of DataRobot from a technical and data science perspective:- Act as a trusted advisor in AI execution for business and technical teams at DataRobot clients- Enablement in Machine Learning of data scientists, analysts and engineers- Helped clients identify, frame, design and deliver Machine Learning solutions in production, interfacing with data science, business and engineering teams.- Led technical discussions about the DataRobot AutoML platform usage and integration- Presented project plans and business cases to executive - Act as a brand ambassador and thought leader in AI and Analytics at industry conferences, meetups, client events, etc.
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Customer Facing Data ScientistDatarobot Sep 2018 - Sep 2020Boston, Massachusetts, Us
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Board MemberLa French Tech Singapore Jan 2023 - PresentSingapore, Singapore, SgWe are a community dedicated to help French entrepreneurs and startups land in Singapore or expand in the Region. -
Co-OrganizerHk Data Lab Mar 2019 - PresentHong-Kong, Hk -
Lead Data Scientist, Underwriting & Pricing, Life Insurance - Global Graduate ProgramAxa Aug 2017 - Aug 2018Paris, Fr, FrExpatriation from AXA Group (Paris) -
Lead Data Scientist, Underwriting & Pricing, Life Insurance - Global Graduate ProgramAxa Aug 2016 - Jul 2017Paris, Fr, FrPromoted Lead Data Scientist in March 2017, global graduate program with AXA Group (Paris)
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Data Scientist, Marketing & Saving - Global Graduate ProgramAxa Feb 2015 - Jul 2016Paris, Fr, Fr6 months internship followed by a full-time position as a global graduate program with AXA Group (Paris)
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Data Scientist InternAxa Jul 2014 - Sep 2014Paris, Fr, Fr3-month internship in the Data Innovation Lab of AXA, the French leading insurance company, in the R&D team. Project: POC, Actuarial field.• Worked on the pricing of home insurance contracts using open and geographical data (Big Data issues). Created around 100 additional features,• Wrote a benchmarking study for comparing machine learning algorithms to current actuarial models, by using state-of-the-art statistical performance indicators,• Presented the results to the management and 1 other department of AXA. My model performed 15% better in MSE than the former one. The project is currently being deployed in production.
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Risk ManagerSmacl Santé Jun 2013 - Aug 20133-month internship at an insurance company serving local authorities.• Created a risk database (150 risks) through interviews with the top management. Defined specific processes compliant with the regulation (Solvency 2),• Implemented a VBA program allowing data management and visualization, risk evaluation and reporting automation, designed to be used by 15 heads of department,• My program was presented to the board of directors by the CEO.
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TechnicianFushun Coal Mine Motor Manufacturing Co, Ltd Jul 2012 - Aug 2012Responsible for assembly of rotors in the Stator Manufacturing division.
Alexandre Gerbeaux Education Details
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CentralesupelecMathematical Statistics And Probability -
EpflMsc In Financial Engineering
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Lycée Camille GuérinMpsi/Mp* French Preparatory Classes
Frequently Asked Questions about Alexandre Gerbeaux
What company does Alexandre Gerbeaux work for?
Alexandre Gerbeaux works for Fundamental
What is Alexandre Gerbeaux's role at the current company?
Alexandre Gerbeaux's current role is Head of Applied AI.
What schools did Alexandre Gerbeaux attend?
Alexandre Gerbeaux attended Centralesupelec, Epfl, Lycée Camille Guérin.
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