Pavlo Marchenko
Pavlo Marchenko is an experienced Software Engineering Consultant with 9 years of software development expertise, including over 6 years in Big Data and Machine Learning. He has a proven track record of success, delivering significant data-intensive projects for companies like Apple, Veon, Grid Dynamics, and Genuine Parts Company.
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Choosing the right agentic AI framework matters. Crew AI, Google ADK, LangGraph, and OpenAI Agents SDK each solve different problems, from rapid multi-agent prototyping to durable, stateful workflows and cloud-native enterprise agentic AI deployments. This comprehensive white paper examine...
Deploying open-source large language models (LLMs) like Mixtral-8x7B, Mistral, and Llama 2 requires a significantly different LLMOps architecture compared to using closed-source models from providers like OpenAI, Google, and Anthropic, even though data vectorization, embeddings creation and observa...

