Kmil Cz

Design and deliver Generative AI products for company and client use cases: local LLMs, RAG / multimodal RAG, and automation of analyst, HR, and developer workflows.Lead commercial development of an LLM deployment platform

• End-to-end LLM ops platform for organizational model serving: OpenAI-compatible vLLM runtimes, model catalog, long-running Git package installs with PVC cache and install lock, admin UX, and OVH Kubernetes operations

Commercial company project — FastAPI OCR for business documents 2025 – 2026 • Built a local GPU OCR API for PDF, images, and large ZIP archives: RapidOCR (PP-OCRv5), line-level smart routing, Tesseract verification.

• Built Python ML workflows and synthetic-data pipelines (GANs, SMOTE); supported analytics delivery for client projects. • Contributed to a major H2O.ai engagement for an Australian bank and facilitated ML / data-analysis workshops.