Surrogate modelling and systems for machine learning.
LLM-powered features, pipelines and evaluation — pragmatic and production-first.
CI/CD, cloud infrastructure and monitoring — shipping that stays shipped.
Product configurators and visualisations with Three.js and WebGL.
Web applications end to end — from data model to interface. TypeScript, SvelteKit, Node.
Focusing on Continual Learning and Surrogate CFDs
University of Osaka
2024~
Quantization-induced zero-code weights form a reservoir that expands under stronger compression, and DTP partitions this capacity into independent adaptation overlays that exactly preserve the frozen quantized base.
Industry collaboration
Ongoing
Learned surrogate models that approximate computational fluid dynamics, cutting simulation cost for aerodynamic design.
Publications
None published yet — actively working toward a first submission.
2023~
Engineer: Fullstack · Infrastructure · Rendering · AI
2024~
M.Sc.: ML & Systems Lab
2022
Exchange: Global Human Sciences
2019~2023
B.Sc. Computer Science
Off the clock — design, print, lens.
Kit design
A concept kit blending Moroccan heritage with Korean design language, designed end to end and fully printed.
Kit design
A second full kit, made for El Machikane — concept to fabric.
Fueled by football, running, and a camera.
Let’s have a chat and see what I can do for your next ML, AI, or fullstack engineering project.