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Benoît Guilleminot

CTO, Full stack (Angular, Node), Data Expert, PhD

Can work in or around Paris

  • 48.8546
  • 2.34771
Propose a project The project will begin once you accept Benoît's quote.
Propose a project The project will begin once you accept Benoît's quote.

Location and workplace preferences

Location
Paris, France
Can work onsite in your office in
  • around Paris and 50km

Preferences

Project length
  • ≤ 1 week
  • ≤ 1 month
  • Between 1-3 months
  • Between 3-6 months

Verifications

Freelancer code of conduct signed
Read the Malt code of conduct

Verified email

Languages

Categories

Skills (18)

  • Languages
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced

Benoît in a few words

Développeur expérimenté, entrepreneur polyvalent et curieux, j’ai travaillé sur de nombreux projets de développements, à la fois des projets fonctionnels classiques (Java, Typescript) comme sur des projets plus orientés recherche, avec une spécialisation notamment en finance et en machine-learning (Matlab, R, …).

J’ai construit à plusieurs reprises des environnements technologiques complets pour des startups que j'ai créées ou accompagnées en tant que CTO freelance.
Mon champ de compétences est donc assez large et varié: développement full stack (Typescript, Angular, Node.js/Express), développement lourd (Java), Devops (CI/CD, orchestration, ...), analyse numérique et développement algorithmique (Java, Matlab, …), base de données (PostgreSQL/Sequelize, Redis, ElasticSearch), architectures de calcul distribué, de déploiement, de redondance et de sécurité.

J’ai travaillé pour différents types de structures (startups comme grands groupes), et enseigné dans différentes universités, ce qui est un gage de ma capacité à transmettre et à communiquer efficacement.
De plus ma connaissance du machine-learning et du développement numérique haute performance sont des atouts importants pour toute société vivant dans notre ère numérique.

Experience

AML Factory

Software Publishing

Chief Technology Officer  - As a freelancer

92800 Puteaux, France

January 2019 - Today (3 years and 9 months)

Main missions:
- R&D team manager (leadership and coordination of a team of 7 developers, Agile methodologies)
- Core developer of the AMLF technological solutions (including the design of the front to back web architecture, the analytic systems (based on a distributed high-performance expert system), several core business modules (fullstack), the API and batches architecture, …)
- Creator and maintainer of the DevOps infrastructure (CI/CD pipelines (bitbucket), Dockerfiles and applicative stacks (orchestrated and non orchestrated environments), monitoring stacks (ELK, Prometheus/Grafana, Portainer), testing frameworks and environments, deployment management (AWS))
- Product manager (feature selection, specification, planning, roadmaps organization and monitoring, release management…)

Technological expertise: Typescript, Angular/@ngrx/d3.js, RxJS, Node.js/Express, PostgreSql/Redis/ ElasticSearch, Ava.js, Docker/compose/Swarm/K8s

SMILE INVESTMENT SOLUTIONS

Banking & Insurance

Founder

Paris, France

April 2016 - December 2021 (5 years and 8 months)

R&D & Core development: Conception & development of the financial & machine-learning computation engines (allocation, funds selection, ...) and architecture using
- Java / GPU
- Matlab & R R&D Finance: development and improvements of allocation methods & financial analytics Full stack Web Development: Conception of the various web sites (including the main product's plateform), using
- Angular, Angular Material, @ngrx, d3.js, Socket.IO
- Express/Node.js
- Docker

Business Development

Riskelia

Banking & Insurance

Director of Research and Innovation

February 2011 - April 2016 (5 years and 2 months)

In charge of R&D at Riskelia. My research projects cover a variety of topics related to portfolio management and the modeling of market dynamics;
• Asset allocation, GTAA, analysis of existing allocation methodologies and development of new heuristics,
• Dynamic and adaptive trend-following systems, bubble detection mechanisms, systemic risk detectors,
• Detection and modeling of cross-assets dependencies,
• Markovian regime-switching replication of funds, for analysis and hedging purposes,
• Data-mining, machine-learning, network and graph-related methods applied to finance (development of a framework for the dynamic clustering of financial time-series)
• Relative-value break detectors, for applications in trading and portfolio management,
• Trend-following based hedging strategies (notably for commodities hedging),
• Tail correlation measures between assets,
• Stress-tests methodology based on the live identification of driving factors

Some of this work has been documented in academic publications (peer-reviewed) and "CIR" Reports.
http://papers.ssrn.com/sol3/cf_dev/ AbsByAuth.cfm?per_id=2039469

I am also in charge of some consulting missions and a cowriter of the Radar newsletter.

CAAM (Credit Agricole Asset Management)

Software Engineer - Finance  - As a freelancer

January 2006 - January 2007 (1 year)

1 external recommendation

Check out Benoît's recommendations

Education