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Valentin M.

data scientist / ml engineer

Paris, France

  • 48.85661400000001
  • 2.3522219000000177
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Préférences

Déplacement
Peut faire la totalité d'une mission dans vos locaux
Zone d'activité
Paris et 15km autour
Durée de mission
  • ≤ 1 semaine
  • ≤ 1 mois
  • entre 1 et 3 mois
  • entre 3 et 6 mois
  • ≥ 6 mois

Vérifications

Influence

Rejoignez la communauté Malt pour découvrir le profil complet de Valentin M.
Rejoignez la communauté Malt pour découvrir le profil complet de Valentin M.

Compétences (18)

Valentin en quelques mots

I am a French data scientist with experience working in startups of different sizes and scales, in Australia (Sydney), France (Paris), and Germany (Berlin)

I have experience building ML pipelines that have to serve predictions under high load (millions to billions of events per day) and low latency (few milliseconds). (TensorFlow, TFS, Kubernetes, Scala)

Expériences

mars 2018 - Aujourd'hui | Berlin, Allemagne

High tech

Pubnative

Data scientist

  • Worked on an ad exchange with ~40B auctions per day.
  • Explorations and modeling with terabytes of data with Jupyter, Spark, and TensorFlow.
  • End-to-end implementation and deployment of state-of-the-art machine-learning models to
  • predict winning prices of auctions:
* +35% in margin rate,
* no drops in revenue,
  • to reduce costs without dropping revenue by sending fewer requests:
* reduced traffic by 70%, saving +1M$ per year of network costs,
* no significant decrease in revenue.
  • I built the two APIs solving the problems mentioned above and:
  • I deployed them in 5 Kubernetes clusters worldwide,
  • they support A/B testing to iterate and try things faster,
  • they handle significant QPS.
avril 2017 - août 2017 | Paris, France

High tech

Monbanquet

Business Intelligence Intern

Develop Monbanquet.fr's B.I. capabilities
- Scraped websites or used their APIs to create an input stream for business developers.
- Designed and implemented Google SpreadSheets for monitoring KPIs as well as to work with the data.
-- Customer Recovery
-- Business developers' tracking sheets
-- Sales team performance monitoring
-- Much more
- Designed the B.I. data structure to track relevant and accurate KPIs.
- Implemented solutions, using Go or Python, to keep the database up to date.
- Implemented, deployed, and maintained the ELK stack using Docker.
- Created aesthetically pleasing and accurate dashboards using Google Data Studio.
juin 2016 - août 2017 | Cité de Sydney Nouvelle-Galles du Sud 2000, Australie

High tech

ShopWings

Business Intelligence Intern

Internship for ShopWings Australia where I worked on Business Intelligence related missions.

- Wrote scheduled scripts (Jenkins) to store and fetch data in the databases.
- Extensive use of Google products such as SpreadSheet and Apps Script to design easy workflows to visualize and analyze data.
- Web scraping with Scrapy or even Apps Script.
- Use of Python to do one-off tasks quickly.
- Some marketing with newsletters and the creation of emails in general. (HTML and CSS)

Recommandations externes

Langues

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