Experience
Experience
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/!\ /!\ Looking for opportunities in Quantitative Finance /!\ /!\
Machine Learning Engineer
Machine Learning Engineer
HSBC (Hong-Kong & Shangai Banking Corporation)
(Paris, France) Sep. 2025 - Now
Missions:
In HSBC CIB MSS (Markets & Securities Services), I joined the Tools, Metrics & Control team within a global environment spanning the UK, France, India, Poland, and Hong Kong. The team focuses on automating IT operational processes, monitoring service performance and developing decision-support tools for IT management.
Leveraged LLMs to analyze incident records and provide data quality improvements
Developed an NLP tool using temporal scoring, TF-IDF and cosine similarity to rank IT failure root causes
Collaborated with abroad teammates (UK, India, Poland) to integrate AI solutions into existing systems
Finance Academy Candidate
Finance Academy Candidate
(Paris, France) Jan. 2026 - Now
SEO London (Sponsors for Educational Opportunity London) is a UK education charity that supports talented students from underrepresented backgrounds to access and succeed in competitive careers. Through training, mentoring and connections with leading employers, SEO London helps students secure internships, graduate roles and long-term career success.
I worked within the Data & Expertises team at the Head Office IT division of BNP Paribas Europe-Mediterranean. The team supports BNP Paribas’ commercial banking entities outside the eurozone (including Poland, Türkiye, Ukraine, Morocco, Kosovo, Algeria) on data-related topics such as data architecture, data management, data science, data protection and payment systems (notably SWIFT flows).
Developed a GenAI platform industrializing AI use cases for BNP Paribas non-EU banks
Designed Dataiku workflows and Tableau dashboards to monitor ALM operations and trading mandates
Migrated 20+ Data pipelines from Alteryx to Dataiku, improving efficiency and maintainability by 50%
Data Scientist & Business Intelligence
Alcatel Submarine Networks (Nokia)
(Paris, France) Oct. 2022 - Aug. 2023
Missions:
As part of the Nokia Group, Alcatel Submarine Networks (ASN) is a global leader in submarine cable systems. I worked within the IT Business Operations team, supporting business units through Business Intelligence and data-driven initiatives.
Built Tableau Prep pipelines and Tableau dashboards to visualize project interdependencies
Developed VBA-based simulations for cable manufacturing, reducing planning time by 40%
Conducted requirements analysis, documentation and team training
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