Experience

Checkmyguest

• France
• Real Estate
• 1 - 100 Employee

• Data scientist

  • Oct 2022 - Present

  - Improved company revenue by developing a dynamic pricing tool for short-term rentals in Paris. Designed and implemented a full pipeline, from data collection to prediction API, using Kedro, Flask, and Google Cloud Platform suite. - Created and implemented comprehensive business analysis, including sustainable dashboards for better decision-making. - Automated and optimized company processes to improve efficiency and productivity. - Improved company revenue by developing a dynamic pricing tool for short-term rentals in Paris. Designed and implemented a full pipeline, from data collection to prediction API, using Kedro, Flask, and Google Cloud Platform suite. - Created and implemented comprehensive business analysis, including sustainable dashboards for better decision-making. - Automated and optimized company processes to improve efficiency and productivity.



Leparking

• France
• Automotive
• 1 - 100 Employee

• Data scientist

  • Jun 2020 - Sep 2022

  - Development and management of analytical, data science, and AI projects - Application of statistical models for analytical projects - Pre- and after-sales management and customer support - Design, implementation, and maintenance of Dashboards - Development and management of analytical, data science, and AI projects - Application of statistical models for analytical projects - Pre- and after-sales management and customer support - Design, implementation, and maintenance of Dashboards



Leavy.co

• France
• Technology, Information and Internet
• 1 - 100 Employee

• Data scientist

  • Jan 2020 - Jun 2020

  Dynamic pricing of real estate properties on rental platforms. The goal of the internship is to implement a dynamic pricing program of real estate properties using the most recent algorithms of Reinforcement learning: - Preprocessing of the actual Data of the real estate properties in the Market. - Analyze the market, modeling the demand, the variation of the prices, and other microeconomic factors. - Implementation of a library of Multi-Armed Bandit. - Pricing the real estate properties using multiple Machine learning programs and validation of the model. - Implementation of the Multi-Armed Bandit model for our case study that changes the prices of our properties for each step of time and validation of the model. Show less



Politecnico di Milano

• Italy
• Research Services
• 700 & Above Employee

• Data Analyst

  • Feb 2019 - Jan 2020

  A project with the Politecnico laboratory in data science to analyze energy consumption in Italy and meteorological data. - Pretreatment of the data (Cleaning - transformation - reduction) - Analysis of the multivariate variance in the different Italian cities. - Calculation of the estimators to predict the behavior of the consumption according to the temperature. - Improvement of the model and analysis of the results. A project with the Politecnico laboratory in data science to analyze energy consumption in Italy and meteorological data. - Pretreatment of the data (Cleaning - transformation - reduction) - Analysis of the multivariate variance in the different Italian cities. - Calculation of the estimators to predict the behavior of the consumption according to the temperature. - Improvement of the model and analysis of the results.



INSA Toulouse

• France
• Higher Education
• 300 - 400 Employee

• Intern in Research and development

  • May 2018 - Sep 2018

  The aim of this internship was to use a new method to model the phenomena of the aggregation and breakage of the molecules: using the extended Kalman filter. We use an approach based on the resolution of a Population Balance Equation(PBE). This equation describes the evolution of a population density leading to a dynamic equation of the system. Afterward, we estimate the system state by using the Kalman filter extended in two steps, in the first step from an exact analytical solution of the equation to validate the filter operation, and then, using noisy experimental data. Show less