Hello there! I'm Nico Axtmann
As a seasoned Software Engineer specializing in Machine Learning and Deep Learning, I excel in building AI products for uncertain environments, ensuring maximum value for startups. My expertise spans Python, JavaScript/Typescript, ReactJS, and Node.js, with a strong focus on translating AI research into practical solutions. I am committed to accelerating startup growth through innovative AI applications. My blog explores the intersection of AI, Machine Learning Operations (MLOps), Web Development, and Cloud Development in AWS. Join me in navigating the dynamic world of AI-driven technology, where research meets real-world impact.
Streamlining Ssh Access: Ssh Agent Forwarding For Easy Cloud Instances Access
• #ssh • #aws • #cloudDive into my comprehensive guide on SSH Key Forwarding, a lifesaver for professionals using lightweight machines for cloud-based tasks. This blog post, enriched with personal insights, unveils how SSH agent forwarding can revolutionize your AWS and GitHub interactions. Discover practical steps for setting up SSH agent forwarding, learn its profound impact on team collaboration and individual efficiency, and see how it transforms the mundane task of SSH configuration into a seamless experience. Perfect for developers and sysadmins looking to optimize their cloud workflows.
Supercharge Your Api Calls With Fastapi, Asyncio, And Httpx
• #python • #fastapi • #httpx • #asyncExplore how to boost web app performance using FastAPI with asyncio and HTTPX for concurrent API calls. This tutorial showcases integration with popular public APIs like JSONPlaceholder and REST Countries, demonstrating efficient data fetching using asynchronous HTTP requests.
Dvc: Develop Machine Learning Experiments In A Structured And Scaled Way
• #python • #dvc • #mlopsStructured and scalable development of machine learning experiments with DVC. Explaining DVC step by step on a practical example by running experiments with XGBoost and CatBoost on the churn prediction kaggle dataset.
Streamlining Ssh Access: Ssh Agent Forwarding For Easy Cloud Instances Access
• #ssh • #aws • #cloudDive into my comprehensive guide on SSH Key Forwarding, a lifesaver for professionals using lightweight machines for cloud-based tasks. This blog post, enriched with personal insights, unveils how SSH agent forwarding can revolutionize your AWS and GitHub interactions. Discover practical steps for setting up SSH agent forwarding, learn its profound impact on team collaboration and individual efficiency, and see how it transforms the mundane task of SSH configuration into a seamless experience. Perfect for developers and sysadmins looking to optimize their cloud workflows.
Supercharge Your Api Calls With Fastapi, Asyncio, And Httpx
• #python • #fastapi • #httpx • #asyncExplore how to boost web app performance using FastAPI with asyncio and HTTPX for concurrent API calls. This tutorial showcases integration with popular public APIs like JSONPlaceholder and REST Countries, demonstrating efficient data fetching using asynchronous HTTP requests.
Dvc: Develop Machine Learning Experiments In A Structured And Scaled Way
• #python • #dvc • #mlopsStructured and scalable development of machine learning experiments with DVC. Explaining DVC step by step on a practical example by running experiments with XGBoost and CatBoost on the churn prediction kaggle dataset.