Projects
A quick overview of my recent projects in either a professional or personal context.
Work
Chinese regulation cosmetics agentic expert
Built with an OpenAI-like interface, this chatbot serves as a Chinese regulatory specialist with a bias towards action. The user persona can submit claims verbatims and receive CSV-ready data for immediate exploitation.
Worldwide regulatory app exposure
Comprehensive regulatory intelligence platform covering US, EU, and CN cosmetics compliance requirements. Enables regulatory teams to navigate complex international frameworks through a unified interface.
Automated hand-written docs parsing microservice
Microservice designed to automatically parse and extract data from health claims hand-written documents. This service leverages advanced OCR and NLP techniques to streamline data extraction processes. Supports Thai, Hong Kong and Indonesia localities with seamless integration to the main SaaS platform.
Client-facing health data ingestion API
Secure data ingestion API designed to facilitate the ingestion of health data from various sources, including hand-written documents. Health providers like hospitals and clinics can easily submit patient claims data, which is then processed and stored for further analysis.
Side projects
Self-host smaller though more specialized language models
Dagster quick-prototyping
Reproduce Andrew Ng’s paper results for multiclass image classification
This project aims to replicate the findings of Honglak Lee (and notably Andrew Ng) research on multiclass image classification, providing a hands-on implementation of the techniques discussed in the paper.
Work my way around the LAMP stack in a dockerized way
It was the first iteration for this blog, now it is a Next.js app.
AWS free multi-region VPN
One way to appreciate the results on this small experiment are the crazy udemy courses prices.
Create a float of VMs on azure to simulate a large scale Spark cluster
Setup a homemade pay as you go spark cluster using IaC (Infrastructure as code). Taught Big Data applications at Ynov engineering school with this cost-effective infrastructure.