Başak Tuğçe EskiliinMarvelous MLOpsMy Story of Becoming an MLOps EngineerHere is my personal journey. I’ve been working in the MLOps field for 5 years, mostly as an ML Engineer. How did I even get here?5 min read·Mar 20, 2024--1--1
Başak Tuğçe EskiliinMarvelous MLOpsSmarter Chatbots: How Semantic Routing Prevents the UnwantedAI assistants powered by LLMs are one the most popular use cases. Many companies are investing time and money to build chatbots to help…8 min read·Mar 2, 2024----
Başak Tuğçe EskiliinMarvelous MLOpsPreventing Front Page Headlines: LLM Use Case AssessmentsCo-written with Vechtomova Maria5 min read·Feb 18, 2024----
Başak Tuğçe EskiliinMarvelous MLOpsCreating Vector Database with OpenSearchA vector database is a certain type of database designed to store and search vectors. Vectors, in other words, embeddings are set if…6 min read·Jan 27, 2024--1--1
Başak Tuğçe EskiliinMarvelous MLOpsHow to start with Dev ContainersUsing a virtual environment to isolate project dependencies is great, but what’s even greater is containerization. In other words, using…5 min read·Jan 3, 2024----
Başak Tuğçe EskiliinMarvelous MLOpsHow to sell MLOps in large Organizations?Co-written with Raphaël Hoogvliets9 min read·Nov 25, 2023----
Başak Tuğçe EskiliinMarvelous MLOpsPrepare for ML Engineer InterviewIt’s becoming clear that companies relying on data need ML Engineers. The role is relatively new (5+ yrs), and so are the interviews. It’s…5 min read·Nov 18, 2023--2--2
Başak Tuğçe EskiliinMarvelous MLOpsHOW TO TEST ML CODE?Just like how we check if small parts of our code work (unit testing) or if different parts work well together (integration testing) in…6 min read·Oct 21, 2023--1--1
Başak Tuğçe EskiliinMarvelous MLOpsTechnical roles in Data Science: Who is doing what?As data has become a formidable asset, the main driver of innovation and growth, companies started to transform their teams towards being…4 min read·Sep 14, 2023----
Başak Tuğçe EskiliinMarvelous MLOpsBridging the Gap: Converting Data Science Notebooks into Production ML CodeIf you are a data scientist, or data analyst who started and completed a promising ML solution that needs to be prepared for production and…5 min read·Aug 23, 2023----
