About Baptiste
I worked at TikTok, Glovo and Uber in the past couple of years as a Data & Business Analyst. My background is in Economics where I graduated from Imperial College London (world's top 10 university).
🏋️♀️ My experience:
- Business Analysis, Dashboard and Trackers Building
- Advanced Analytics
- ETL Maintenance and Engineering
- Bot & Scrapers Building
🛠 My Tech Stack:
- Python (pandas, numpy, scikit-learn, matplotlib, seaborn ...) + API connection (Google Sheets, Slack etc)
- SQL, MySQL, AmazonRedshift
- AWS EC2 instances
- Jenkins
- Looker, Aeolus
French
Native or bilingual
English
Native or bilingual
Chinese
Fluent
Spanish
Conversational
Can work on-site
London (up to 50km)
Experience
- TikTokMonetization Strategy AnalyticsTECHJanuary 2022 - October 2022 (10 months)London, UK- Analysed revenue performances across global regions for both weekly and monthly reportings; constantly presenting findings to senior leadership including Europe GM and EU Head of Strategy- Performed analytics deep dive using Python and R on the state of sales productivity in H1-2022- Fixed ETL pipeline and script bugs from strategy forecasts model which feeds into main datasets- Updated and cleaned 4 main strategy team datasets with correction of 100+ fields- Owned all strategy dashboards using Aeolus software acting as POC for all data accuracy
- GlovoOperations Data AnalystTECHNovember 2020 - December 2021 (1 year and 1 month)Madrid, SpainStrategy & Ops:- Wrote 20+ queries and automated 40+ KPIs to bring WBR/MBR reports to IBERIA's leadership- Built "Unicorn model" tracking and reporting high performing partners for exclusivity opportunities- Assessed seasonalities and forecasted 2020 Q4 ES partner revenues to establish finance targets- Automatized a deep dive tool to investigate top/worst 5 performers across multiple demographiesBots & Scrapers:- Coded a Category-positioning bot across 5 countries interacting with Glovo API for 550+ partners- Built Python bot running on AWS which switches at daily level ES Premium restaurants' features- Developed 2 web scrapers to track various growth metrics, connected to Slack API for live updatesData Science:- Build ML model to predict churns for various partners in first weeks- Assembled data pipeline to gather 25+ features and trained model around XGBoost algorithm- Modeled KMeans clustering algo to identify segments for our partners
- UberStrategy & Planning AnalystTECHOctober 2019 - April 2020 (6 months)Paris, France- Wrote advanced SQL queries to deep dive into Uber's databases and translate data into insights- Owned the project for creating and automating 3 sub-regional dashboards for 40+ strategic KPIs- Built 1st version of prototype model to calculate Uber's competitors' trips share in Greece- Updated Uber's Covid-19 competition tracker daily to communicate data driven trends to EU GMs- Collaborated cross-functionally to build Uber's Vice President's global presentation deck
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Education
- MSc Economics and Strategy for BusinessImperial College London2019MSc Economics and Strategy for Business
- Harvard University, Online Certificate in Python for Research (6 months), Computer ScienceHarvardX2018Harvard University, Online Certificate in Python for Research (6 months), Computer Science