feat: mettre à jour les icônes et les dates des diplômes et expériences

content/index.md

@@ -5,31 +5,64 @@ description: I'm Arthur, a Mathematics lover and IA enthusiast. I'm currently
   Computer Science, and Artificial Intelligence.
 ---
 
-Hey, I'm :home-name, a Mathematics student in Statistics at the Paris-Dauphine University in France.
+Hey, I'm :home-name, a Master 2 student in Statistical & Financial Engineering (Master ISF) at Paris-Dauphine University.
 
-With a :hover-text{hover="Technology is evolving far too quickly 🤯" position="top" text="deep understanding"} of emerging technologies, I'm at the heart of a rapidly expanding field. My background in :hover-text{hover="Maths is my main passion ∑" position="right" text="mathematics"} gives me a head start in understanding the concepts and theories behind these :hover-text{hover="My second passion 📱" text="technologies"} and in designing them effectively.
+I sit at the intersection of :hover-text{hover="Learning Theory, RL & Advanced ML 🧠" position="top" text="theoretical research"} and :hover-text{hover="From MLOps to Production 🚀" position="right" text="software engineering"}. Unlike a pure theorist, I build what I model. Unlike a pure developer, I understand the math behind the code.
 
-As a software engineer and mathematics student, my :hover-text{hover="My bag of knowledge 🎒" text="expertise"} covers
-:prose-icon[TypeScript]{color="blue" icon="i-logos:typescript-icon"},
-:prose-icon[Vue]{color="green" icon="i-logos:vue"},
-:prose-icon[Nuxt]{color="emerald" icon="i-logos:nuxt-icon"},
-:prose-icon[Adonis]{color="purple" icon="i-logos:adonisjs-icon"},
-:prose-icon[Java]{color="red" icon="i-logos:java"},
+I am currently pivoting towards :hover-text{hover="Alignment, Robustness & Interpretability 🧭" text="Research in AI Safety"}. I will soon start my Master's Thesis focusing on :hover-text{hover="Robustness & Adversarial Defenses 🛡️" text="Cybersecurity"} and :hover-text{hover="Ensuring AI alignment and stability 🤝" text="Safe Deep Learning"}, exploring how to make AI systems mathematically robust and secure.
+
+To support this research, I leverage
 :prose-icon[Python]{color="amber" icon="i-logos:python"},
-:prose-icon[R]{color="blue" icon="i-logos:r-lang"}, which enables me to :hover-text{hover="Need to quickly understand the complexity of projects 🏎️" text="understand"} the different needs of mathematical projects and to propose the best solutions.
-I use tools like
-:prose-icon[scikit-learn]{color="orange" icon="devicon-scikitlearn"} for supervised learning,
-:prose-icon[pandas]{color="blue" icon="i-logos:pandas-icon"} for efficient data manipulation,
-:prose-icon[NumPy]{color="indigo" icon="i-logos:numpy"} for scientific computation, and
-:prose-icon[TensorFlow]{color="orange" icon="i-logos:tensorflow"} as well as :prose-icon[PyTorch]{color="orange" icon="i-logos:pytorch-icon"} to build and train deep learning models.
-I also learned other important technologies, such as
-:prose-icon[Docker]{color="sky" icon="i-logos:docker-icon"},
-:prose-icon[Redis]{color="red" icon="i-logos:redis"},
-:prose-icon[MySQL]{color="zinc" icon="i-logos:mysql-icon"} and
-:prose-icon[Git]{color="orange" icon="i-logos:git-icon"} to :hover-text{hover="All these technologies complement each other 🔗" text="complete"} my knowledge.
+:prose-icon[PyTorch]{color="orange" icon="i-logos:pytorch-icon"} and
+:prose-icon[R]{color="blue" icon="i-logos:r-lang"} to design robust architectures, using tools like
+:prose-icon[Docker]{color="sky" icon="i-logos:docker-icon"} and
+:prose-icon[Linux]{color="zinc" icon="i-logos:linux-tux"} to ensure reproducibility in my :hover-text{hover="I self-host my own GPU cluster 🔌" text="homelab"}.
 
-These tools allow me to go from :hover-text{hover="Exploration, cleaning, reshaping…" text="data preparation"} to :hover-text{hover="Training, evaluation, deployment" text="deployment"} of models in real-world environments, with statistical rigor and performance in mind. I'm passionate about AI and :hover-text{hover="AI is the future of technology 🤖" text="data science"} .
+When I'm not working on generalization bounds or fixing pipelines, I enjoy :hover-text{hover="Former Team Captain 🏉" text="Rugby"} and :hover-text{hover="Exploring the world 🌍" text="Traveling"}.
 
-I'm :hover-text{hover="As tech is always evolving, I need to be up-to-date 🖥️" position="top" text="constantly"} learning new things, from technology to finance and entrepreneurship. I love :hover-text{hover="I love sharing my knowledge and helping others 🫂" text="sharing"} my knowledge and learning new theorems and technologies. I'm a :hover-text{hover="I'm constantly looking to discover new things" text="curious"} person and eager to continue learning and growing throughout my life.
+---
 
-As well as programming, I enjoy :hover-text{hover="Sport allows me to burn off energy 🏋️‍♂️" text="sport"} and :hover-text{hover="Travelling frees me and gets me away from it all ✈️" text="travelling"} . My passion, commitment and eagerness to learn and progress are the qualities that enable me to succeed in my :hover-text{hover="Career already begun and far from over 😎" text="career"} and :hover-text{hover="Only 2 years of study left 💪" text="studies"} .
+## 🛠 Scientific & Technical Arsenal
+
+My research capabilities rely on a **dual expertise**: advanced mathematical modeling for conception, and robust engineering for execution.
+
+::home-skills
+::
+
+---
+
+## 💼 Research & Engineering Path
+
+Theoretical knowledge is nothing without concrete application. From building distributed systems to designing defensive AI pipelines, my journey reflects a constant shift towards more complex and critical challenges.
+
+::home-timeline-experiences{class="mb-8"}
+::
+
+---
+
+## 🎓 Academic Foundation
+
+Mathematical rigor is the cornerstone of Safe AI. My background in **Statistics, Probability, and Optimization** provides the necessary tools to understand and secure modern Deep Learning architectures.
+
+::home-timeline-education{class="mb-8"}
+::
+
+---
+
+## 📊 Continuous Integration
+
+Research requires discipline. Whether I am fine-tuning a model or maintaining my infrastructure, I believe in consistency and transparency.
+
+::home-activity
+::
+
+::home-stats
+::
+
+---
+
+::home-quote
+::
+
+::home-catch-phrase
+::