Kacper Wikieł
AI/ML Contractor · Warsaw, Poland
k.wikiel@gmail.com · codesota.com
I build production ML systems for industrial and financial clients. My work spans computer vision for critical infrastructure, compliance automation for fintech, and recommendation engines.
What I deliver:
- Industrial Computer Vision — Detection systems for pipeline inspection and NDT applications. YOLO-based models processing ultrasonic data at scale.
- Compliance & RegTech — Adverse media screening, PEP detection, and 6AMLD-compliant solutions. RAG pipelines for document analysis and risk assessment.
- Recommendation Systems — Collaborative filtering and content-based engines for consumer products.
Current Work
CodeSOTA — ML benchmark tracking platform. Compare OCR models and other ML systems against standardized datasets. Built to cut through vendor noise with reproducible metrics.
Contract Engagements — I currently maintain long-term contracts with clients in energy infrastructure, fintech compliance, and entertainment tech. Typical engagement: 10-15k PLN/month retainer for ongoing ML system development and maintenance.
Technical Stack
Python · PyTorch · YOLO · CoreML · LangChain · RAG architectures · Vector databases · FastAPI
Background
2+ years delivering ML systems in production. Previous experience at PwC and P&G. CS student at PJATK (paused for professional work). 10+ years of Python SWE
Looking for: Complex ML problems in computer vision, compliance automation, or search/recommendations. I work best as a long-term technical partner rather than one-off projects.