SERVICE_MATRIX // CAPABILITIES & SOLUTIONS

I design Cinematic Web Interfaces integrated with advanced intelligence. My solutions are not just interfaces, but autonomous Next.js ecosystems designed for the AI and Fintech sectors. I combine high-fidelity visual aesthetics with the precision of agentic systems, creating digital assets that truly scale your operations.

I specialize in 'Lean AI' engineering — building efficient systems without unnecessary abstractions. I offer the development of sovereign agents (PydanticAI), advanced RAG systems (Qdrant), and Quant-class models for financial market analysis. My services cover the full AI lifecycle: from intelligent data parsing, through optimization of custom models (SLM), to production MLOps deployments with full monitoring in Langfuse.

Get in touch with me to learn more about my services and schedule a technical consultation.

THE PATH FROM REQUIREMENTS ANALYSIS TO INNOVATION AND GROWTH

Here is a proposed action plan for your web project:

  • 01
    System Design & Strategic Analysis

    Business flow modeling, AI model selection (Reasoning vs Flash), and 'Lean AI' architecture design.

  • 02
    Data Engineering & Vector Memory

    Building data pipelines (ETL), implementing Qdrant vector databases, and hybrid search strategies (RAG).

  • 03
    Agent & Tool Development

    Implementing agents in PydanticAI, defining tools (@tool), and secure dependency injection.

  • 04
    Orchestration & State Management

    Designing workflows as State Machines, handling human intervention (Human-in-the-loop), and session persistence.

  • 05
    Finance & Quant (Optional)

    Time-series analysis, market anomaly detection, and building autonomous investment agents.

  • 06
    MLOps & Observability

    Containerization (Docker), deploying Langfuse for logic tracking (Tracing) and token cost analysis.

  • 07
    Security & Sovereignty

    Protect against Prompt Injection, on-premise deployments, and safeguarding sensitive corporate data.

  • 08
    Evaluation & Continuous Development

    Automated quality testing (LLM-as-a-judge), building Gold Datasets, and model optimization (Fine-tuning).

The sequence of these stages can vary depending on the project's needs, and they can be adjusted or improved during the process.

RESPONSIVENESS // YOUR WEBSITE ON EVERY DEVICE

Adapting your website to different devices is now a standard that ensures user convenience. All projects are fully responsive, meaning your site will run smoothly on desktops, tablets, and smartphones. I offer modern solutions that not only impress visually but also provide full functionality on every screen.

OPTIMIZATION // KEY TO ONLINE SUCCESS

On my website, you will find detailed performance results that are regularly monitored and optimized using tools like PageSpeed Insights. These actions ensure that your site runs fast, efficiently, and is user-friendly. Good performance results are not only important for a better user experience but also impact the ranking of your site in search engines.

READY TO START YOUR PROJECT?

Get in touch with me now to discuss the details and plan actions that will help your business succeed online.