Amelie Martin

S

Head of Data at Mill Data · Recommendation systems

Mill Data
Paris, France · CET (UTC+1)
13+ years experience
Sorbonne University
English, French
Co-founder
Messaging unavailable

Overview

14 years in data science and analytics, the last 3 at Mill Data, where I lead the recommendations team. Replaced 109 hand-built dashboards with one metrics layer people trust. Most at home with recommender systems and Python.

Good reasons to reach out
  • People who want to build this with me
  • Working sessions on PyTorch
  • Thoughtful intros to people in my field
  • Second opinions on Python decisions
Please don't message about
  • Survey or panel invitations
  • Crypto token projects

Replies between meetings, usually same day

Skills
SparkPythonrankingPyTorchrecommender systemsembeddings
Co-founderLooking for a co-founder
closes in 3 months

Looking for a go-to-market co-founder for warehouse robotics for property managers

The idea
Warehouse robotics for property managers
Stage
Early revenue
I bring
10 years in recommendation systems
Looking for
Technical co-founder who has shipped B2B software
Commitment
Full-time after funding
Location
Paris or remote

I bring 14 years of recommendation systems (currently Mill Data). Ideally you've sold to enterprises. Pre-product, some customer interviews done.

Paris, Francepythonembeddingsrecommender systems
Open

Experience

  1. Head of Data
    Jun 2023 - Present
    Mill Data · 3 yr 4 mo · Full-time · Paris, France
    • Moved the homepage from rules to a learned ranker.
    • Replaced 22 hand-built dashboards with one metrics layer people trust.
  2. Data Scientist
    Aug 2019 - Jun 2023
    Volvo Cars · 3 yr 10 mo · Full-time · Paris, France
    • Replaced 93 hand-built dashboards with one metrics layer people trust.
    • Taught SQL to 53 non-analysts.
  3. Senior Data Scientist
    May 2018 - Aug 2019
    McKinsey & Company · 1 yr 3 mo · Full-time · Paris, France
    • Built the recommendations models now used in 10 product decisions a quarter.
  4. Data Analyst
    Nov 2016 - May 2018
    Novartis · 1 yr 6 mo · Full-time · Paris, France
    • Taught SQL to 177 non-analysts.
  5. Data Scientist
    Jan 2014 - Aug 2016
    Delivery Hero · 2 yr 7 mo · Full-time · Paris, France
    • Moved the homepage from rules to a learned ranker.

Projects

Side project: a recipe search engine
2024

Built with embeddings and PyTorch. 3757 people used it last year.

Recommendation systems benchmark
2022

Reproducible benchmarks comparing ranking and PyTorch on real workloads.

References

No references yet.

Education

  1. Sorbonne University
    Licence, Economics
    2008 - 2011

Details

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