Experience

BNP Paribas CIB

Market Risk Analyst (Apprenticeship) | Paris, France | September 2026 – Present
Equity Derivatives

Valuation & risk analysis using quantitative pricing tools.

École Normale Supérieure (LATTICE)

Research assistant intern | Paris, France | April 2026 – August 2026
NLP and machine learning

Analyzed trends in generative AI and agentic systems across research and learning practices.
Collected and structured data from Euraxess, AcademicJobs, and French PhD theses databases.
Investigated knowledge collapse dynamics and their implications for academic work, cooperation, and knowledge production.

Center for Genomic Regulation (CRG)

Data Scientist Intern | Barcelona, Spain | April 2025 – August 2025
Statistics and HPC

Analyzed genomic datasets with Bioconductor and performed computation heavy tasks on HPC clusters.
Integrated Machine Learning models for cancer gene inference in non-coding regions.
Designed a reproducible statistical validation workflow to strengthen result reliability.

Subclonal to Clonal dN/dS ratio in coding regions

Application of the framework to non-coding regions

Sifra Tech

Data Scientist Intern | Paris, France | July 2024 – March 2025
Deep Learning

Developed Kernel U-Net, a Python library and network architecture for sequential data.
Implemented the State Space Model and variants (S4, Mamba) in KUN, improving model performance.
Analyzed embeddings and batch sampling to improve training stability and generalization.

Random batch of SSM test data

Random batch of SSM training data