Freelancer profile translated to English.
Back to original languageAbout Richard
Data Scientist specialized in credit risk. Throughout my professional career, I have designed ML/DL models (Python) and analysis tools, particularly to optimize credit risk management.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Société GénéraleQuantitative Credit Risk AnalystBANKING AND INSURANCENovember 2022 - Today (3 years and 9 months)92800 Puteaux, France■ Creation of a quarterly sector-specific stress testing process for team exercises, adopted by SG Risk Management and Credit teams.■ Execution and quantitative analysis of internal non-modeled projections in CNR and RWA for stress testing exercises (climate, EBA 2023/2025).■ Production and analysis of RWA trajectories for budget exercises.■ Optimization and improvement of technical production processes for the stress test team.
- OrangeData Scientist / ML EngineerTELECOMMUNICATIONSSeptember 2017 - November 2022 (5 years and 2 months)Arcueil, France■ Creation of a tool to detect early signals in documents (temporal LDA, SBERT, Bertopic).■ Use of Machine Learning and Deep Learning techniques:• on images (map alignment, object recognition, etc.)• on audio (sentiment analysis, speech-to-text, etc.)• on text (conversation summarization, text classification, etc.)• on recommendation systems• on time series■ Development of a methodology for implementing and integrating AI models on mobile (Android/iOS).■ Development of conversational agents in a medical context and interfacing with:• connected speakers (Google Home and Alexa)• phone calls (Callbot)• a hologram• Pepper and NAO robots■ Participation in several internal seminars for presenting AI work.■ Tutoring of several interns (end-of-studies internships).
- OrangeInternshipTELECOMMUNICATIONSMarch 2017 - August 2017 (5 months)Arcueil, France■ Development of performance indicators for a conversational agent based on Watson technology.■ Implementation and integration of a conversational agent on various platforms:• Skype for Business (C#)• Web application (HTML, CSS, NodeJS)• Facebook Messenger (NodeJS)■ Setup of tools to evaluate the performance of a "Classifier" by experts and users.
Recommendations
Be the first to recommend Richard
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- Engineering DegreePolytech Sorbonne2017Electronique Informatique Systèmes Embarqués
- Preparatory class for Grandes ÉcolesLycée Saint-Louis2014Mathématiques et Physique
Certifications
- FINANCIAL RISK AND REGULATION (FRR ® )GARP2024
- Specialization Advanced Statistics for Data ScienceCoursera2021