Founder & Cloud Architect · CloudForge
Cloud infrastructure architect. $3M+ cumulative cost savings across 15+ enterprise clients. Now extending into AI inference systems and GPU kernel engineering.
Built and governed cloud platforms across enterprise accounts — FinOps, CI/CD greenfield, Kubernetes orchestration, platform engineering.
| Client / Employer | Role | Impact |
|---|---|---|
| BOSCH (via EUVIC) | DevOps Architect | Multi-tenant SaaS platform, 500+ developers served, CCoE establishment |
| Concentrix | Cloud Infrastructure Architect | $2M+ infra governed, $1.5M+ savings, 10+ teams enabled |
| STX Next | Cloud & CI/CD Architect | Enterprise-wide CI/CD standardization, runner cost 50-81% reduction |
| Ericsson | Cloud Systems Engineer | Cloud-native telco platform, microservices orchestration |
| ESET | Full-Stack & Cloud | Architecture modernization, deployment pipeline optimization |
KPIs delivered across engagements:
- Commit-to-Production: 2-4 hours → 1-3 minutes
- Deploy Success Rate: 60% → 95%
- Docker Build Time: 45 min → 4.5 min (90% reduction)
- Infrastructure Cost: $204K → $64K (69% reduction)
- CI Runner Economics: 50-81% cost reduction
Full CNCF Kubernetes stack (Admin + Security + Developer + Cloud Native) + Azure Solutions Architect + Administrator.
Extending CloudForge's infrastructure expertise into AI inference and GPU kernel engineering.
40 pull requests to PaddlePaddle (Baidu) ecosystem — view all →
- GPU Kernels: CUDA kernel optimization for speculative decoding (H20/SM90), synchronization barrier elimination, parallel block-scan algorithms
- Model Integration: MiniMax-M1 (456B MoE), MiniCPM4.1-8B, SD3/Flux inference pipelines
- Cross-Platform: Windows/MSVC compile guards, T4/V100 SM70/SM75 build support
- RFC Design Docs: 7 architectural proposals to PaddlePaddle/community
- Scientific Computing: SchNet, AlloyGAN, CrystalLLM implementations on PaddleMaterials
PFCC member — only active PaddlePaddle contributor in Central Europe.
🎓 MSc Software Engineering — Chalmers University of Technology (Sweden) 🎓 BEng Maritime Transport — Gdańsk University of Technology (Poland) 🏆 STX Next Annual Appreciation Award 2024 🏆 Microsoft OpenHack Gothenburg 2018 — 2nd Prize (out of 150+ teams)
🏢 Founder, Acznowy Sp. z o.o. — Real estate development (1.7M → 4M PLN portfolio) 🌐 AliExpress Invoice Downloader — Chrome extension, 2,000+ users ⭐ Booking.com Superhost (9.8/10, 130+ reviews)
📫 r@cloudforge.solutions · CloudForge · Schedule a Call · LinkedIn