--- title: "Anna Polovnikova (@Timspark) | Hashnode" description: "Software Development. Read the latest articles by Anna Polovnikova on Hashnode." url: "https://hashnode.com/@Timspark" --- @Timspark # Anna Polovnikova @Timspark · Poland, Warsaw · Joined January 2024 Software Development [Website](https://timspark.com/) ### [MLOps vs. DevOps Explained](https://timspark.hashnode.dev/mlops-vs-devops-explained?utm_source=hashnode&utm_medium=feed) The article 'MLOps vs. DevOps Explained' by Anna Polovnikova provides a comprehensive overview of MLOps (Machine Learning Operations) and its relationship with DevOps (Development Operations). Here's a summary of the key points covered in the article... 2 min read · [timspark.hashnode.dev](https://timspark.hashnode.dev/mlops-vs-devops-explained?utm_source=hashnode&utm_medium=feed) [Mar 21, 2024](https://hashnode.com/posts/mlops-vs-devops-explained/65fb8f4852d129bd2c9a6bbb) ### [Artificial Intelligence Talk: Carl Eidsgaard on AI Revolution, Its Impact on Business, Limitations, Opportunities, Future, and More](https://timspark.hashnode.dev/artificial-intelligence-talk-carl-eidsgaard-on-ai-revolution-its-impact-on-business-limitations-opportunities-future-and-more?utm_source=hashnode&utm_medium=feed) The article Artificial Intelligence Talk: Carl Eidsgaard on AI Revolution, Its Impact on Business, Limitations, Opportunities, Future, and More by Anna Polovnikova features an in-depth discussion with Carl Eidsgaard, Head of AI Advisory & Solutions a... 2 min read · [timspark.hashnode.dev](https://timspark.hashnode.dev/artificial-intelligence-talk-carl-eidsgaard-on-ai-revolution-its-impact-on-business-limitations-opportunities-future-and-more?utm_source=hashnode&utm_medium=feed) [Mar 21, 2024](https://hashnode.com/posts/artificial-intelligence-talk-carl-eidsgaard-on-ai-revolution-its-impact-on-business-limitations-opportunities-future-and-more/65fb8e79dd3a12000fa4f0bf) ### [How to Manage Technical Debt: The DevOps Approach](https://timspark.hashnode.dev/how-to-manage-technical-debt-the-devops-approach?utm_source=hashnode&utm_medium=feed) The article 'How to Manage Technical Debt: The DevOps Approach' by Julia Teryokhina, a Senior Presales Engineering Manager at Timspark, delves into the concept of technical debt, its causes, measurement techniques, and strategies for reduction, parti... 2 min read · [timspark.hashnode.dev](https://timspark.hashnode.dev/how-to-manage-technical-debt-the-devops-approach?utm_source=hashnode&utm_medium=feed) [Mar 21, 2024](https://hashnode.com/posts/how-to-manage-technical-debt-the-devops-approach/65fb8c6c252d87d0fca3de15) ### [Top 7 Unrealistic Expectations at the Project Discovery Phase](https://timspark.hashnode.dev/top-7-unrealistic-expectations-at-the-project-discovery-phase?utm_source=hashnode&utm_medium=feed) Based on Timspark's experience, the seven most common unrealistic expectations to tackle during the project discovery phase are: Unrealistic deadlines: Expecting complex systems to be delivered in impractically short timeframes without understanding... 1 min read · [timspark.hashnode.dev](https://timspark.hashnode.dev/top-7-unrealistic-expectations-at-the-project-discovery-phase?utm_source=hashnode&utm_medium=feed) [Feb 18, 2024](https://hashnode.com/posts/top-7-unrealistic-expectations-at-the-project-discovery-phase/65d299ff260289b4036613a4) ### [KPIs for Remote Development Teams](https://timspark.hashnode.dev/kpis-for-remote-development-teams?utm_source=hashnode&utm_medium=feed) Key Performance Indicators, or KPIs, serve as a critical measurement tool for gauging the efficiency and success of remote software development teams. They provide a quantifiable metric system that helps teams monitor their progress, identify issues ... 2 min read · [timspark.hashnode.dev](https://timspark.hashnode.dev/kpis-for-remote-development-teams?utm_source=hashnode&utm_medium=feed) [Feb 18, 2024](https://hashnode.com/posts/kpis-for-remote-development-teams/65d298388b9e919f60d1cedd)