qs

Author: Gauthier Roy

_portfolio/deepip-patent-ai.md

@@ -1,6 +1,6 @@
 ---
 title: "NLP for Patent Search & Generation at DeepIP (Kili Technology)"
-excerpt: "Developed and evaluated patent similarity search (Embeddings/FAISS, LLM+EPO POC). Specialized LLMs for patent generation via fine-tuning exploration (Mistral, Gemini, OpenAI) and advanced instruction design (CoT, Few-Shot). Integrated style transfer via architectural refactoring."
+excerpt: "Developed and evaluated **patent similarity search** using **Embeddings**, and **LLMs**. Specialized **LLMs** for **patent generation** via **fine-tuning** exploration and advanced **instruction design**, **CoT**. Integrated **style transfer** through **architectural refactoring**."."
 collection: portfolio
 header:
   teaser: "/images/deepip-internship/slide4_poc_no_dataset.png" 

_portfolio/lingua-custodia-pipelines.md

@@ -1,6 +1,6 @@
 ---
 title: "Data Processing Platform Development at Lingua Custodia"
-excerpt: "Developed core components of the 'Datomatic' data processing platform using Python microservices (Docker, ActiveMQ, EdgeDB). Created NLP tools (phrase alignment, LASER wrapper package), a web scraping framework (BeautifulSoup, MinIO), and a client library, improving data pipelines for financial translation engines."
+excerpt: "Developed core **Python microservice** components for the **Datomatic data platform**. Created **NLP** tools, a **web scraping** framework, and a **client library**, enhancing **financial translation** **data pipelines**"
 collection: portfolio
 header:
   teaser: "/images/lingua-custodia/datomatic_architecture.png" # Using Figure 12 from the report