SYSTEMS / INFRASTRUCTURE
Linux, Proxmox VE, KVM/QEMU, LXC, Docker, OVH VPS, ISPmanager, Pterodactyl, DNS/TLS, backup/recovery, migrations, logs and incident troubleshooting.
TECHNICAL PROFILE / AI / SYSTEMS / AUTOMATION
Engineering from infrastructure to AI workflows.
A technical profile focused on production systems, AI/LLM integration, business-process automation and full-stack product engineering. The emphasis is on systems that were deployed, operated, tested and measured - not on a list of technologies in isolation.
18+ mocommercial hosting
50+paying SaaS clients
85automated test files in R/Engine
-39%time on one delivery route
CORE TECHNICAL DIRECTIONS
01 / 05AI / LLM INTEGRATION
Local inference, Qwen-class models, Open WebUI, llama-router, RAG, knowledge bases, agent/tool workflows, Docker sandboxing, model routing and inference benchmarking.
PROCESS AUTOMATION
End-to-end workflows for delivery, customer support, hosting provisioning, B2B publishing, game infrastructure and AI-assisted repository validation.
FULL-STACK PRODUCT ENGINEERING
PHP 8.x, Python, JavaScript, MySQL, SQLite, REST/JSON APIs, SSR, MVC/DI, asyncio, webhooks, caching and external integrations.
SECURITY / RELIABILITY
CSRF, secure cookies, Argon2id, rate limiting, input/MIME validation, protected uploads, AES-256-GCM, migrations, cache invalidation and rollback readiness.
QA / PRODUCTION VALIDATION
Syntax/static checks, automated and regression tests, environment checks, database migration checks, field testing and production troubleshooting.
SELECTED PRODUCTION CASES
02 / 05
SYSTEMS / HOSTING
XCloudPro / X-CLUSIVE HOST
Paid web/game hosting, Linux operations and OVH migration. Shared CS2 core cut disk per instance from ~55 GB to 10 GB (-82%).
↗AI / INFRASTRUCTURELocal AI LLM / Coding Agent
Proxmox -> LXC -> Docker -> local LLM -> tools -> sandbox -> validation. 7 documented PASS scenarios and benchmark-driven model placement.
↗AUTOMATION / FULL-STACKR/Engine
Mobile delivery workflow with routing APIs, GPS, state recovery and 85 automated test files. One real route: 3:17 -> ~2:00 (-39%).
↗PHP / B2B SYSTEMSIndustrial CMS
Custom PHP 8.4 MVC/DI + SSR B2B system with 29 DB tables, 7 roles, revision/publish/audit flow, caching and security controls.
↗VIRTUALIZATIONVirtual Windows Workstation
Proxmox/KVM Windows 11 workstation with VFIO/IOMMU GPU passthrough and Sunshine -> NVENC -> Moonlight remote access.
↗PYTHON / RAG / SAASX-BOT + AI/RAG
Commercial Python automation SaaS with 50+ paying clients; RAG support workflows, external APIs, async jobs and production reliability work.
↗WHAT I CAN OWN TECHNICALLY
03 / 05- Deploy and operate Linux-based services
- Design and implement internal automation tools
- Integrate external REST APIs and data flows
- Build RAG/LLM workflows with validation and source grounding
- Migrate infrastructure and restore services after incidents
- Design database-backed PHP/Python applications
- Set up automated checks, regression tests and release gates
- Translate an operational bottleneck into a measurable software workflow
STACK AT A GLANCE
04 / 05SYSTEMS
Linux · Proxmox VE · KVM/QEMU · LXC · Docker · VFIO/IOMMU · OVH VPS · ISPmanager · Pterodactyl · DNS/TLS
AI / LLM
Qwen · Open WebUI · llama-router · RAG · knowledge bases · tool workflows · source grounding · model routing · local inference
BACKEND / DATA
PHP 8.x · Python · JavaScript · MySQL · SQLite · REST APIs · SSR · MVC/DI · asyncio · APCu · Memcached
INTEGRATIONS
Steam API · FACEIT API · RCON/A2S · Discord · Azure TTS · OSRM · VROOM · Photon
ROLE FIT
05 / 05AI Integration Engineer · AI Automation Engineer · Business Process Automation Engineer · RAG / LLM Integration Engineer · System Administrator · Infrastructure Engineer · Junior DevOps Engineer · Technical Operations Engineer · Full-Stack Product Engineer