Son Do
Data Scientist
Talent
WimbledonMember since April 20, 2026
PythonSQLGCPVertex AIDataflowDockerPandasNumpyXGBoostStatsmodelsSklearnPyTorchStableBaselines3Excel VBAPropensity modelsRecommender systemsReinforcement learningUplift modellingLLMPricing modellingStakeholder managementData analyticsBusiness intelligence
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PythonSQLGCPVertex AIDataflow
About
Formally led 1 data scientist
Experience
Data Scientist at BT Group (2019-04 – Present)
Formally led 1 data scientist
- Propensity models, recommender systems, discount and pricing modelling, reinforcement learning, LLM, uplift modelling
- Stakeholder management
- Python, SQL, GCP, Vertex AI, dataflow, docker
- Pandas, numpy, xgboost, statsmodels, sklearn, PyTorch, StableBaselines3
- Creative model evaluations
Analyst at EE (2018-08 – 2019-04)
- R, SQL, virtual machines
- Big data in marketing campaigns
Product Insight Analyst at Travel Republic (2017-05 – 2018-08)
Led all data science work.
- SQL and R in an agile environment
Strategic Business Analyst at Future Electronics (2016-08 – 2017-05)
Won Rookie of the Year award. Worked directly with CXOs EMEA branch for some reporting tasks.
- 100% in SQL and Excel VBA
- Data analytics, business intelligence and management information for sales, marketing and operation strategies
Graduate Subsea Engineer at KW Ltd. (2014-09 – 2016-07)
Oil & Gas service company
Education
PhD in Mechanical Engineering – University of Bristol (2010-02 – 2015-02)
BEng – University of Nottingham (2005-09 – 2009-05)
A-levels in Math, Physics, Chemistry – Bellerbys College (2004 – 2005)
Skills
Data Scientist
