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feat: mettre à jour les icônes et les dates des diplômes et expériences
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@@ -11,5 +11,5 @@ tags:
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- Mathematics
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- Physics
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- Computer Science
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emoji: 🎓
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icon: i-ph-math-operations-duotone
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---
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@@ -3,8 +3,8 @@ title: Master's Degree in Applied Mathematics (Year 1)
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type: Master
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institution: Paris Dauphine-PSL University
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location: Paris, France
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startDate: 2023-09
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endDate: 2024-06
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startDate: 2024-09
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endDate: 2025-06
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duration: 1 year
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description: First year of specialized study in applied mathematics, combining theoretical knowledge with practical applications in data science, optimization, and machine learning.
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tags:
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@@ -12,5 +12,5 @@ tags:
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- Data Science
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- Machine Learning
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- Optimization
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emoji: 📚
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icon: i-ph-number-circle-one-duotone
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---
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@@ -3,8 +3,8 @@ title: Master's Degree in Applied Mathematics (Year 2)
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type: Master
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institution: Paris Dauphine-PSL University
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location: Paris, France
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startDate: 2024-09
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endDate: 2025-10
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startDate: 2025-09
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endDate: 2026-10
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duration: 1 year
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description: Second year of advanced study in applied mathematics with focus on specialized topics, research projects, and professional applications in industry and research.
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tags:
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@@ -12,5 +12,5 @@ tags:
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- Advanced Machine Learning
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- Data Engineering
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- Research
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emoji: 🏆
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icon: i-ph-number-circle-two-duotone
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---
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@@ -14,5 +14,5 @@ tags:
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- HomeLab
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- Docker
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- Self-Hosted
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emoji: 💼
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icon: i-ph-briefcase-metal-duotone
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---
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@@ -14,5 +14,5 @@ tags:
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- Minecraft
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- Backend
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- Game Development
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emoji: 🎮
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icon: i-ph-cube-duotone
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---
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@@ -1,7 +1,7 @@
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---
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title: Hackathon CND - Machine Learning for Cybersecurity
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type: Hackathon
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company: Commissariat au numérique de défense (CND), French Armies ministry
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company: French Armies ministry
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companyUrl: https://www.defense.gouv.fr/cnd
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location: Fort du Mont-Valérien, Suresnes, France
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startDate: 2025-11
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@@ -15,5 +15,5 @@ tags:
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- Cybersecurity
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- Streamlit
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- LLM
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emoji: 🔒
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icon: i-ph-shield-check-duotone
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---
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@@ -13,5 +13,5 @@ tags:
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- Customer Service
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- Retail
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- Team Work
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emoji: 🛒
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icon: i-ph-shopping-cart-duotone
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---
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@@ -14,5 +14,5 @@ tags:
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- Microsoft Azure
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- Data Engineering
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- Data Quality
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emoji: 📊
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icon: i-ph-dog-duotone
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---
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@@ -5,31 +5,64 @@ description: I'm Arthur, a Mathematics lover and IA enthusiast. I'm currently
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Computer Science, and Artificial Intelligence.
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---
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Hey, I'm :home-name, a Mathematics student in Statistics at the Paris-Dauphine University in France.
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Hey, I'm :home-name, a Master 2 student in Statistical & Financial Engineering (Master ISF) at Paris-Dauphine University.
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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.
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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.
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As a software engineer and mathematics student, my :hover-text{hover="My bag of knowledge 🎒" text="expertise"} covers
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:prose-icon[TypeScript]{color="blue" icon="i-logos:typescript-icon"},
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:prose-icon[Vue]{color="green" icon="i-logos:vue"},
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:prose-icon[Nuxt]{color="emerald" icon="i-logos:nuxt-icon"},
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:prose-icon[Adonis]{color="purple" icon="i-logos:adonisjs-icon"},
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:prose-icon[Java]{color="red" icon="i-logos:java"},
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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.
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To support this research, I leverage
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:prose-icon[Python]{color="amber" icon="i-logos:python"},
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: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.
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I use tools like
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:prose-icon[scikit-learn]{color="orange" icon="devicon-scikitlearn"} for supervised learning,
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:prose-icon[pandas]{color="blue" icon="i-logos:pandas-icon"} for efficient data manipulation,
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:prose-icon[NumPy]{color="indigo" icon="i-logos:numpy"} for scientific computation, and
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: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.
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I also learned other important technologies, such as
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:prose-icon[Docker]{color="sky" icon="i-logos:docker-icon"},
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:prose-icon[Redis]{color="red" icon="i-logos:redis"},
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:prose-icon[MySQL]{color="zinc" icon="i-logos:mysql-icon"} and
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:prose-icon[Git]{color="orange" icon="i-logos:git-icon"} to :hover-text{hover="All these technologies complement each other 🔗" text="complete"} my knowledge.
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:prose-icon[PyTorch]{color="orange" icon="i-logos:pytorch-icon"} and
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:prose-icon[R]{color="blue" icon="i-logos:r-lang"} to design robust architectures, using tools like
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:prose-icon[Docker]{color="sky" icon="i-logos:docker-icon"} and
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: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"}.
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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"} .
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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"}.
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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.
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---
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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"} .
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## 🛠 Scientific & Technical Arsenal
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My research capabilities rely on a **dual expertise**: advanced mathematical modeling for conception, and robust engineering for execution.
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::home-skills
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::
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---
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## 💼 Research & Engineering Path
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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.
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::home-timeline-experiences{class="mb-8"}
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::
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---
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## 🎓 Academic Foundation
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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.
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::home-timeline-education{class="mb-8"}
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::
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---
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## 📊 Continuous Integration
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Research requires discipline. Whether I am fine-tuning a model or maintaining my infrastructure, I believe in consistency and transparency.
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::home-activity
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::
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::home-stats
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::
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---
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::home-quote
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::
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::home-catch-phrase
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::
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@@ -14,7 +14,7 @@ tags:
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- TypeScript
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- Tailwind CSS
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- Web
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emoji: 🌍
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icon: i-ph-globe-hemisphere-west-duotone
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---
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[**ArtChat**](https://go.arthurdanjou.fr/website) is my personal space on the web — a portfolio, a blog, and a digital lab where I showcase my projects, write about topics I care about, and experiment with design and web technologies.
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@@ -12,7 +12,7 @@ tags:
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- Vue.js
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- Web
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- Productivity
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emoji: 🏡
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icon: i-ph-house-duotone
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---
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[ArtHome](https://go.arthurdanjou.fr/arthome) is a customizable browser homepage that lets you organize all your favorite links in one place.
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- HomeLab
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- Self-Hosted
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- Infrastructure
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emoji: 🏡
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icon: i-ph-flask-duotone
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---
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[**ArtLab**](https://go.arthurdanjou.fr/status) is my personal homelab, where I experiment with self-hosting and automation.
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- Data Science
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- Machine Learning
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- Mathematics
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emoji: 🎓
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icon: i-ph-book-duotone
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---
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# ArtStudies
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@@ -12,7 +12,7 @@ tags:
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- Data Analysis
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- GLM
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- Mathematics
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emoji: 🚲
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icon: i-ph-bicycle-duotone
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---
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# Generalized Linear Models for Bikes Prediction
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@@ -12,7 +12,7 @@ tags:
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- Data Science
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- Classification
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- Healthcare
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emoji: 💉
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icon: i-ph-heart-half-duotone
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---
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The project was carried out as part of the `Statistical Learning` course at Paris-Dauphine PSL University. Its objective is to identify the most effective model for predicting or explaining the presence of breast cancer based on a set of biological and clinical features.
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@@ -12,7 +12,7 @@ tags:
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- Machine Learning
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- Deep Learning
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- Research
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emoji: 🔬
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icon: i-ph-share-network-duotone
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---
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📉 [Dropout Reduces Underfitting](https://github.com/arthurdanjou/dropoutreducesunderfitting): Reproduction & Analysis
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@@ -12,7 +12,7 @@ tags:
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- Classification
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- Data Science
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- Finance
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emoji: 💰
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icon: i-ph-money-wavy-duotone
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---
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# Machine Learning for Loan Prediction
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- Statistics
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- Monte Carlo
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- Numerical Methods
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emoji: 💻
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icon: i-ph-dice-five-duotone
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---
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This is the report for the Monte Carlo Methods Project. The project was done as part of the course `Monte Carlo Methods` at the Paris-Dauphine University. The goal was to implement different methods and algorithms using Monte Carlo methods in R.
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@@ -12,7 +12,7 @@ tags:
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- Statistics
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- Modeling
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- Mathematics
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emoji: 📊
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icon: i-ph-city-duotone
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---
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This is the French version of the report for the Schelling Segregation Model project. The project was done as part of the course `Projet Numérique` at the Paris-Saclay University. The goal was to implement the Schelling Segregation Model in Python and analyze the results using statistics and data visualization.
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@@ -12,7 +12,7 @@ tags:
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- Data Engineering
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- Azure
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- Big Data
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emoji: 🐶
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icon: i-ph-dog-duotone
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---
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[Sevetys](https://sevetys.fr) is a leading French network of over 200 veterinary clinics, employing more than 1,300 professionals. Founded in 2017, the group provides comprehensive veterinary care for companion animals, exotic pets, and livestock, with services ranging from preventive medicine and surgery to cardiology, dermatology, and 24/7 emergency care.
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