Başak Tuğçe EskiliinMarvelous MLOpsAin’t No Database for All Your NeedsRecently I had a chance to play with different databases, for a use case requiring low-latency record retrieval.Jul 15Jul 15
Başak Tuğçe EskiliinMarvelous MLOpsThe Ultimate Must-Haves and Nice-to-Haves for MLOps & LLMOpsIn one of our first articles, we shared the essential components required for MLOps, that can offer a guide to start on MLOps. This is…Jul 1Jul 1
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?Mar 202Mar 202
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…Mar 2Mar 2
Başak Tuğçe EskiliinMarvelous MLOpsPreventing Front Page Headlines: LLM Use Case AssessmentsCo-written with Vechtomova MariaFeb 18Feb 18
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…Jan 271Jan 271
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…Jan 3Jan 3
Başak Tuğçe EskiliinMarvelous MLOpsHow to sell MLOps in large Organizations?Co-written with Raphaël HoogvlietsNov 25, 2023Nov 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…Nov 18, 20232Nov 18, 20232
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…Oct 21, 20231Oct 21, 20231