Başak Tuğçe EskiliinMarvelous MLOpsHow Much ML Should Engineers in Tech Really Know?As people working in the ML field, we often talk about how much engineering skills MLOps/ML engineers should have. This time, let’s talk…Aug 27Aug 27
Başak Tuğçe EskiliinMarvelous MLOpsHandy Databricks Features for DevelopmentWe know how important it is for ML practitioners to be able to develop locally. Local development environments provide a familiar…Jul 31Jul 31
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 11Jul 11
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 272Jan 272
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