Description

AVAILABLE FOR FREELANCE & FRACTIONAL CONSULTING (REMOTE)

I am a Senior AI Architect specializing in moving GenAI from "notebook demos" to secure, scalable production platforms.

Current Role: Architecting "SIX Sense" – the internal GenAI Platform for the Swiss Stock Exchange infrastructure (SIX Group). I orchestrate fleets of coding agents and manage RAG pipelines on Azure Kubernetes Service.

My "Superpower": Combining high-level architecture (Cloud/RAG/Agents) with low-level optimization (Ex-Intel Deep Learning Engineer). I don't just build AI wrappers; I build efficient, cost-effective Enterprise AI systems.

Core Stack:

GenAI: LLM Agents, RAG, LangChain, Vector Databases.

Cloud: Azure (AKS, Functions), Docker, Kubernetes.

Based in Warsaw (UTC+1), offering seamless timezone alignment for EU clients and "Night Owl" shifts for US East Coast teams.

Languages

Polish
Native or bilingual
English
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

SIX Group
AI Software Engineer
June 2025 - Today (1 year and 1 month)
Warsaw, Poland
I manage and develop "SIX Sense" – an internal AI platform that enables employees to create advanced AI assistants tailored to the needs of their teams and the entire organization
• • I design and implement applications based on LLM models that automate and solve complex business tasks within the platform
• • I supervise a team of tireless coding agents (Claude Code, Gemini CLI and GitHub Copilot) who handle the implementation details, freeing me up for architectural and strategic tasks
• • I architect and deploy scalable microservices using Azure Kubernetes Service (AKS), Azure Functions, and cloud databases, including a custom FinOps tool that monitors spending and automates savings recommendations.
• • I create tools to streamline platform management and usability, including an automated process for my team to create and deploy new AI assistants
• • I am responsible for a web service that monitors "SIX Sense" statistics, providing assistant managers with key data such as user feedback and usage information
• • I take an active part in the strategic planning of the platform's development and in defining new features
Microsoft Azure RAG Generative AI LLM Kubernetes
International Centre for Chemical Safety and Security (ICCSS)
Senior AI Advisor
April 2023 - May 2025 (2 years and 1 month)
Warsaw, Poland
Designed and helped create solutions using AI
• • Built and optimized AI applications that used LLMs, Speech-To-Text, Translation and other ML models, leveraging frameworks like TensorFlow and PyTorch
• • Told LLMs to write code for me and made adjustments where necessary
• • Used GCP and AWS for deploying and scaling models
• • Created and managed databases for data storage
• • Helped manage the company website
artificial intelligence Langchain LLM Python
Intel
AI Frameworks Engineer
May 2022 - March 2023 (10 months)
Optimized the PaddlePaddle framework (Chinese equivalent to TensorFlow / PyTorch) on Intel processors
• • Analyzed PaddlePaddle-based models and improved performance
• • Wrote Python and C++ code
• • Maintained Jenkins CI/CD; created or updated scripts in Python, Groovy, Bash
• • Created a GitHub Pages blog; added posts regularly
• • Shared knowledge via tutorials on the team wiki
• • Added, maintained and debugged oneDNN elements in PaddlePaddle
Python Machine learning C++ artificial intelligence Docker