Yanis Emeriau

About

👨‍💻 AI/ML Engineer & Automation Specialist with International Experience 🌍 (Singapore, Tokyo) 🧠 Expert in AI and Machine Learning with Python, Applied to Healthcare 🔬 Collaborated with AstraZeneca & Gustave Roussy, Global Leaders in Oncology 🏆 Research Presented at ASCO 2024, Transforming Cancer Treatment ⭐ Highly Recommended by Collaborators for Expertise, Efficiency, and Results What I Do: -> Custom AI Models: Accurate, high-performing, tailored to your needs. -> Smart Automations: Save time and streamline your workflows. -> Fast, Tangible Results: Delivering impactful solutions with no delays. Why Choose Me? 🎯 Proven Expertise: ASCO 2024 presenter. Deployed solutions at Gustave Roussy. ✅ Real Results: 250+ hours saved annually for Thales in Singapore. 💥 Immediate Impact: No time wasted—only effective, fast solutions. 🚀 AI & Automation: Powerful. Efficient. Instant. Key Projects & Collaborations: 🔬 Gustave Roussy / AstraZeneca: AI research presented at ASCO 2024. ✈️ Thales Singapore: Automated processes saving over 250 hours annually. ⚛️ CEA: Research & Innovation experience. 🏆 AI Hackathon: 2nd place among 200 participants with an innovative predictive model. 📚 30+ AI Projects Delivered: Spanning medical research and industrial applications. Areas of Expertise: -> AI for Healthcare and Research -> Machine Learning: Regression, classification, clustering. -> Deep Learning: Computer Vision, CNNs, Transformers, NLP. -> Data Science & Predictive Modeling -> Automation with AI Agents: n8n, LLMs, LangChain, RPA, Generative AI. -> Programming: Python, R, SQL, C/C++, and more. My Approach: Simple. Efficient. Tailored. 💬 Got a project? Let’s talk and turn your ideas into impactful solutions.

Experience

• Freelance AI/ML Engineer | Data Scientist · Self-employed09-01-2024

  As a freelance AI/ML Engineer and Data Scientist, responsible for developing machine learning models and data-driven solutions for various clients.

• Data Architecture Trainer - Freelance · EPSI - L'école d'ingénierie informatique12-01-2024 – 01-01-2025

  In this mission, I trained Master's students in data architecture and its applications, using AI and data science. Delivered interactive courses combining theory and practical application. Developed tailored teaching materials aligned with industry needs. Mentored students to apply concepts in real-world scenarios.

• Software Automation Engineer - Singapore APAC Avionics Center, Transformation Team · Thales02-01-2024 – 08-01-2024

  In the Transformation team, I led end-to-end automation projects, saving over 250 hours annually with tailored RPA solutions. Custom Automation (UiPath, Python): Full-cycle management from specification to deployment, with technical documentation for easy maintenance. Data Analysis & Data Science (Power BI, Excel): Developed dynamic dashboards for real-time access to key metrics, enabling faster, data-driven decisions. Agile Project Management & Cross-Functional Collaboration: Delivered flexible, business-aligned solutions that adapt quickly to operational needs. User Support & Documentation: Created user guides and procedures to ensure rapid adoption and long-term value. Testing & Deployment in Virtual Environments: Leveraged VMs to ensure scalability and security.

• AI Research Engineer - Cancerology, Radiotherapy Dpt. · Gustave Roussy05-01-2023 – 08-01-2023

  At Europe’s leading cancer center, I led AI research projects to predict treatment responses for cancer patients, using radiomics data to inform clinical decisions. Biomarker Optimization with AI & Machine Learning: Developed predictive models to anticipate treatment effectiveness in oncology. Data Science for Healthcare: Analyzed radiomics data to provide personalized insights for doctors. Clinical AI Research: Presented results at ASCO 2024, highlighting AI’s role in targeted treatments. Medical & Technical Collaboration: Worked with oncologists and engineers to integrate solutions into clinical workflows. Scientific Publication: Co-authored a research paper validating AI's impact in oncology.

• AI Research Scientist - UMR 1030 Lab · Inserm05-01-2023 – 08-01-2023

  Internship in the Inserm UMR 1030 Lab at Gustave Roussy.

Education

• Shibaura Institute of Technology TokyoMaster of Engineering - MEng, Computer Science
• IPSA, école d'ingénieurs de l'air et de l'espaceMaster of Engineering - MEng, Artificial Intelligence (AI) and Data Science

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