2021 — now
Brightcart
Senior Data Scientist
Own demand forecasting for 1,200 products across 40 stores.
- Forecast error down 18% against the previous model.
- Introduced a weekly experiment review.
Data scientist, forecasting and experiments — Elena O'Connor, Data scientist, forecasting and experiments
What I doLanguagesLibrariesTools
Data scientist, forecasting and experiments · Manchester, UK
I build forecasting models and run experiments for retail and logistics teams, then make sure the numbers reach the people who decide.
Currently
Brightcart
Senior Data Scientist
Since 2021 · 8 years in total
Say hello
seed-068+clerk_test@example.com
Work
022018 — 2021
Fieldwork Analytics
Data Analyst
Dashboards, ad-hoc analysis and A/B tests for retail clients.
Selected work
0301
Demand forecasting
Gradient-boosted model with holiday and promotion effects. Cut stock-outs by 12% in the pilot stores.
Python, LightGBM
02
Price elasticity study
Hierarchical Bayesian model of price sensitivity by category.
Stan, R
03
Churn dashboard
A weekly churn report the support team opens every Monday.
SQL, Tableau
Skills
Languages
PythonSQLR
Libraries
pandasscikit-learnProphetPyTorch
Tools
TableaudbtAirflow
Background
Education
- University of Manchester — MSc, Statistics2016 — 2018
Certifications
- TensorFlow Developer Certificate — Google2022
Languages
- Englishnative