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Milo Ventimiglia

data scientist

En télétravail depuis Lausanne

  • 46.5196535
  • 6.632273400000031
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Milo.
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Milo.

Localisation et déplacement

Localisation
Lausanne, Suisse
Télétravail
Effectue ses missions majoritairement à distance

Vérifications

  • E-mail vérifié

Influence

Langues

Catégories

Compétences (5)

Milo en quelques mots

A data scientist with proven-track record in applying machine learning methodologies to business problems, and identifying new opportunities for growth and cost saving. Expert in presenting statistics, results and conclusions in a succinct and visually stimulating manner to both technical and non-technical audiences. Experienced in full stack development, involving writing pipelines that turn and transform complex data, and building functional and scalable data engineering products.

Expériences

CMC Markets

Banque & assurances

Data scientist

London, UK

novembre 2017 - Aujourd'hui (3 ans et 9 mois)

  • Development of machine learning algorithms to identify high-value customers, and establishing the framework for leveraging a search engine to deliver real-time recommendations of financial products based on the investor’s profile.
  • Bayesian statistical analysis using Markov Chain Monte Carlo methods to optimize Google AdWords search campaigns, as well as return-on-investment on keyword bidding.
  • Customer churn and propensity-to-trade explanatory modelling to optimize customer engagement strategies by reaching out customers at the right time with the right marketing content.
  • Bayesian forecasting of future returns and evaluation of different risk factors associated with deploying trading algorithms

easyJet

Aéronautique & aérospatiale

Data scientist

London, UK

septembre 2017 - octobre 2017 (1 mois)

This project consisted in predicting the number of bags bought per booking by clustering and regression
algorithms. My work is allowing to identify the most important reasons behind the choice of buying a bag,
as well as unlock further revenues by accurately predicting the relation between bag prices and the number of sold bags.

PA Consulting Group

Conseil & audit

Data scientist

London, UK

août 2017 - septembre 2017 (1 mois)

This project focused on the prediction of pest infestation across London’s metropolitan area. I conducted
a proof-of-concept project by collaborating with various technology and business functions. The outcome
created substantial business value, disrupting the current business model, and turning PA’s client into a
data-driven company.

Recommandations externes

Consultez les recommandations qu'a reçues Milo

Formations