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  • Poznań, Poland

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Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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Cybernetic-Ransomware/README.md

Hi, I’m Cybernetic-Ransomware

aka Aleksander Marszałkiewicz

👨‍💻 About Me

I’m a Python backend developer focused on building reliable, data-heavy systems and service-oriented architectures.

My work combines backend engineering, data pipelines, and DevOps practices, with hands-on experience in automation and applied ML systems (especially OCR and vision-language workflows).

I have 4+ years of professional experience working with Python, across ERP systems, data platforms, and custom backend services.

Before moving fully into software development, I worked in project management and ERP implementations, which left me with a high tolerance for legacy systems, unclear requirements, and things that “should work but don’t”.

🚀 Current Focus

  • Backend services (FastAPI, Django)
  • Data processing & pipelines (Polars, PostgreSQL, TimescaleDB)
  • Distributed systems (Celery, Kafka, RabbitMQ)
  • Observability & reliability (Grafana, Sentry)
  • Automation & ML-assisted workflows (OCR, VLMs)

🧪 Technologies & Skills

Backend & Programming

  • Python (3.12+)
  • FastAPI, Django
  • Async processing & task queues (Celery)

Data & Messaging

  • Polars, Pandas
  • PostgreSQL, TimescaleDB
  • Kafka, RabbitMQ
  • ETL & data warehousing

DevOps & Infrastructure

  • Docker, Docker Compose
  • Kubernetes (basics)
  • Local-first / on-prem environments

ML / AI (Applied)

  • OCR pipelines (Tesseract)
  • Vision-Language workflows
  • LangChain, LangSmith
  • Practical integration of LLM/VLM APIs

🧭 Direction

  • Building more robust and observable backend systems
  • Moving towards high-performance services (Go / Rust)
  • Improving system design under real production constraints

📫 Contact

I prefer concrete problems, clear ownership, and systems that survive contact with reality.

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