Transform business and everyday workflows with generative AI.
I help companies and developers adopt AI agents, deploy secure local LLMs, and build scalable products from idea to production-ready MVP. I also teach and consult beginner engineers and people outside AI.
Services
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01
AI adoption for business
Process audit, model selection, generative AI integration strategy and cost reduction.
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AI adoption for business
Process audit, model selection, generative AI integration strategy and cost reduction.
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I analyze business processes, find automation points, choose LLM/AI services for your budget and security requirements, and design a practical implementation roadmap.
02
AI agents for development
Agentic workflows for code, review, tests and CI/CD.
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AI agents for development
Agentic workflows for code, review, tests and CI/CD.
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I configure AI assistants and agent pipelines for requirements analysis, code generation, tests, review, documentation and Git/CI/CD integration.
03
Local LLMs
On-premise deployments with privacy: GGUF, vLLM/Ollama and hardware optimization.
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Local LLMs
On-premise deployments with privacy: GGUF, vLLM/Ollama and hardware optimization.
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I select models, prepare infrastructure, optimize GPU/CPU inference, and configure API, monitoring, limits, logging and secure internal access.
04
MVP development
Fast AI-product prototyping with architecture, LLM integration and working hypothesis tests.
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MVP development
Fast AI-product prototyping with architecture, LLM integration and working hypothesis tests.
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I design lean architecture, backend/API, UI, LLM integrations, RAG/memory when needed, demo deployment and a path to production.
05
AI for daily life
Personal assistants for tasks, information analysis and routine automation.
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AI for daily life
Personal assistants for tasks, information analysis and routine automation.
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I set up personal AI scenarios for documents, notes, email, planning, information analysis, recurring tasks and safe AI usage.