Maks is a Senior Machine Learning Engineer with a research background in medical imaging and published work in IEEE and MDPI. He now builds Generative AI and NLP systems for enterprise, pharma, and life sciences. His recent work includes an LLM system automating pharmaceutical IRB workflows, an MCP-based interface across multiple data sources, and LLM-powered document processing pipelines. He also contributes to OpenAI and Anthropic partnerships and open-source projects including LangChain and Unstructured.
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Early Access to OpenAI’s Agent Execution Layer: What It Means for Enterprise AI Implementation
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MCP in the Enterprise: Real Security Risks and How Developers Can Mitigate Them
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Standardizing AI Agent Integration: How to Build Scalable, Secure, and Maintainable Multi-Agent Systems with Anthropic’s MCP
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Evaluations, Limitations, and the Future of Web Agents – WebGPT, WebVoyager, Agent-E
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Creating your own code writing agent. How to get results fast and avoid the most common pitfalls
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Creating your whole codebase at once using LLMs – how long until AI replaces human developers?
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