Figures Estimates
A compensation prediction engine, built on gradient boosting.
I started in finance: four internships between 2015 and 2017, in investment banking, equity research, M&A and then venture capital at Kima Ventures. That is where I learned to read a company through its numbers first, and through its founders second.
In 2017 I joined Comet, which was part of the Kima Ventures portfolio, on the operations side, and ended up managing a team of six. That is where I moved into data: trained by the Head of Data, I learned SQL and contributed to the models of the company's first data warehouse, on BigQuery, dbt and Looker.
From 2020 to 2022 I worked freelance, between data and product. For Cigusto, I held the product role on an ERP built from scratch: the link between the retailer and the development agency, from the first prototype to rollout, including training teams all over France. For Figures, I worked on the MVP and the business plan. I also helped other brands on short assignments, in food service, clothing and hairdressing.
Since 2022 I have been a Data Analyst at Figures. As the only member of the data team, I own data transformation and reporting, from dbt models to the analyses delivered to customers, and I built several tools there that are used every day, internally and by customers.