martilabs.ai

Most AI Projects Never Make It Beyond Testing. Yours Can.
I help businesses transform AI ideas into scalable,
production-ready solutions.
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If your project is stuck—or you’re unsure how to move
from testing to real-world impact—I’ll pinpoint the roadblocks, design a clear strategy, and guide you to the right tools
and architecture.
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➡️ Book a free consultation - share your idea,
and I’ll show you how to turn it into a real success story!

Check my projects

What About ME

Great AI starts with great reasons — not just great technology

Real business value comes from choosing the right solution, not following the latest trend.
In many cases, traditional methods or simple automation are more cost-effective and reliable than complex AI systems.

As an AI Engineer with 4 years of hands-on experience, I help companies make that critical call — and then build the solution that fits. My work spans from developing LLM-based systems at Poland’s largest bank to designing scalable AI infrastructure for high-growth startups.I start by understanding your real business problem — not your AI wishlist.

If AI can drive meaningful value, I’ll help you implement it in the most cost-effective way.
And if AI isn’t the right tool for the task, I’ll help you find one that is.

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MY Services

Tailored Solutions for Your Business

I help companies cut through the AI hype and focus on what actually works. From strategy to scalable systems — I design practical AI solutions that solve real business problems. Whether you're exploring RAG, building agentic AI, or upskilling your team, I’m here to guide you every step of the way.

Strategy Consultations

Assess AI opportunities and create actionable roadmaps with clear ROI projections for your business.

Development Services

Custom AI systems built for your needs - RAG, agentic AI, MLOps

Training & Workshops

Hands-on AI workshops for your team. Learn practical skills you can implement immediately.

HOW we work together

The Consultation Process

Discovery Call

Tell me about your business problem, goals, and current setup. We'll explore if AI is the right solution and what approach makes sense.

15 minutes - free!

Strategy Sessions

Comprehensive analysis of your needs, technology options, and constraints. I'll ask the right questions to understand your business context.

60 - 90 minutes

Roadmap Delivery

Detailed roadmap with technology recommendations, timeline, budget scenarios, and clear next steps. Ready to execute or shop around.

Detailed document + follow-up call

ProjectS

Real-World AI Solutions

Multi-Agents Tech Support

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agentic ai

Smart Semantic Search for Banking Documents

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Retrieval augmented generation

LLM-Powered Stock Chatbot with AWS

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Retrieval augmented generation

Smart AI Workflow Assistant

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agentic ai

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Enterprise AI Projects

Real AI implementations across banking and telecom sectors - from RAG systems to automated workflows

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Years in AI/ML

From data analysis to AI engineering - hands-on expertise in enterprise AI solutions

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Hours of Consulting

Strategic sessions, requirement gathering, and solution design across multiple production implementations

AI Engineer RAG • Agents • MLOps

Great AI starts with great reasons — not just great technology

Tailored Solutions for Your Business

Strategy Consultations

Development Services

Training & Workshops

The Consultation Process

Discovery Call

Strategy Sessions

Roadmap Delivery

Real-World AI Solutions

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AI Engineer
RAG • Agents • MLOps