Thibault Clement

Retrieval and analysis of historical data for renewable assets

• Design and development of a parsing and integration pipeline for heterogeneous internal data (Python, Airflow, AWS, Flask), ensuring data collection and unification

• Advanced analysis of load curves and temporal data quality control to detect and correct inconsistencies

• Creation of an automated validation program to identify anomalies and missing data, ensuring optimal data quality

• Development and implementation of control dashboards (Power BI, Flask) for real-time data quality monitoring

• Optimization of pipeline performance to ensure reliable, scalable, and automated processing of large-scale data

Modeling the economic weight of the maritime and tourism sectors

- Classification of business descriptions by NLP in collaboration with the client, improving the accuracy of NAF classification

- Modeling of turnover and added value of companies based on URSSAF and MSA data

- Multi-regional deployment: Nouvelle-Aquitaine (2021), Occitanie (2022)

Surface analysis of agricultural territories in Brittany (2010-2020)

- Accreditation for processing sensitive data on a secure access system (CASD) for agricultural census at the individual level

- Counterfactual analysis between subsidized and non-subsidized farmers and aid schemes

Time series analysis of the trajectory of failing companies

- Retro-engineering of failure patterns to identify recurring patterns preceding failure

- Prediction of at-risk companies by integrating variables such as the duration of a status, the business sector, geographical location, etc.

Creation of a business information system (IS) (~50M companies)

- Monthly data processing pipeline (activity, employment, GPS, and financial data) in open data (SIRENE, BODACC, RNCS) with Python

- Matching algorithm to find companies by company name (+300% speed improvement of existing process through optimization and parallelization)

Missions for CDC Habitat

- Migration of reporting from Hummingbird BI to Qlikview, with the creation and deployment of dashboards (assets, procurement, sales, CRM, etc.)

- Development and evolutionary maintenance for the centralization and pooling of IT services (Trajectoire 2022 project)

- Ticket processing (Jira), documentation (Confluence), versioning (git)

Missions for EFIDIS - Application Manager

- Programming of monthly refreshes and data qualification

- Ticket processing (SAP BO)