About Kevish
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Experience
- Barnacle LabsFreelance AI researcher - Applied Mathematics & AI for BiotechBIOTECHJuly 2025 - December 2025 (5 months)London, UK- Implemented patient stratification from histopathology and genomic data [Computer Vision, PyTorch]- Automated extraction and classification of published GWAS workflows [ Docling, LLM APIs]
- AirbusSoftware EngineerJanuary 2025 - February 2025 (1 month)I worked on optimizing the aircraft repainting process at Airbus, a critical phase where surface damages are repaired and precisely referenced for future maintenance.Currently, the referencing process immobilizes aircraft for several days, leading to significant operational costs. We drastically reduced this time and achieved a 3x acceleration in the process with a cutting-edge technological solution.Key contributions:• Designed a custom end-to-end workflow to precisely localize damaged areas using smartphone-based scans• Implemented a solution leveraging camera pose estimation (visual odometry) to extract positional data during scans• Developed a Blender add-on to visualize and navigate between damaged areas efficiently
- AXAData ScientistBANKING AND INSURANCENovember 2024 - December 2024 (1 month)Paris, FranceI contributed to addressing a critical challenge at AXA: monitoring and analyzing health inflation in the UK. An unexpected surge in healthcare costs had resulted in significant financial losses, prompting the need to anticipate medical inflation trends and develop proactive strategies.Key contributions:• Developed a monitoring solution inspired by Bloomberg’s platform to track and analyze health inflation trends.• Used ARIMA for time series forecasting to predict future health inflation trends accurately.• Applied Random Forest and Orthogonal Matching Pursuit models to identify key factors driving inflation.
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Education
- PhD in applied mathematicsEcole Polytechnique2019· Supervisors: H. Haddar (INRIA), L. Audibert (EDF), L. Chesnel (INRIA) · Combined PDEs analysis and optimisation techniques for ultrasound imaging of composite materials Keywords: NDT, PDEs, Optimisation, Spectral Theory, FEM, BEM, Regularizations, C++, Matlab
- Master degree in applied mathematicsSorbonne Université2016Statistics, Probability, Optimal Control, Optimization, Numerical Analysis