Marcin K.

Cloud & Data Automation Architect | LLM Integrations Specialist | IT Engineer

Backend solutions architect focused on data engineering, business process automation, and the implementation of advanced Large Language Model (LLM) orchestration frameworks. I design and deploy scalable distributed systems that optimize information workflows and automate high-frequency technical operations.

Core Competencies & Execution Areas:

Data Pipeline Architecture (ETL/ELT): Engineering advanced web data harvesting systems equipped with anti-detection resilience (dynamic client session emulation, network identity rotation, and intelligent HTTP header management).

Artificial Intelligence & Prompt Ops: Developing sophisticated control structures for generative models (Prompt Engineering) and integrating asynchronous APIs (OpenAI, Google Vertex AI/Gemini) into production-ready enterprise ecosystems.

Intelligent Notification Systems: Designing and deploying dedicated monitoring microservices (e.g., tracking market fluctuations or status changes) integrated with corporate communication platforms.

Software Engineering: Delivering clean, modular, asynchronous code backed by comprehensive technical documentation and direct, transparent deployment support.

Technical Stack:

Languages & Frameworks: Python (Asyncio), HTTPX, Playwright, Beautiful Soup 4.

Data Processing: Pandas, NumPy, JSON/XML data structures.

Integrations & AI: REST APIs, Webhooks, Discord SDK, Generative AI SDKs.