Digitalization, Automation & On-Premise AI
Bridging business requirements, data architecture, and modern automation. Leading paperless transformation, deploying secure on-premise AI, and enabling teams for real productivity.
Technology Stack & Certifications
Production-proven tools, database architectures, and governance standards
AI, RAG & LLMs
- On-premise LLMs (Ollama)
- AnythingLLM
- LiteLLM Gateway
- Prompt Engineering
- NotebookLM
- Claude & Gemini APIs
Integration, Data & Backend
- n8n Workflow Automation
- MS SQL Server (T-SQL)
- REST API & Webhooky
- DevExpress React / .NET
- SAP ERP & Helios
Governance, Security & Delivery
- ITIL 5 Foundation Certified
- ISMS (ISO/IEC 27001) & ZOKB / NIS2
- Product Ownership & UAT
- Vendor Management
- Change Management & Adopce
Background & Leadership
Enterprise IT Experience
Proven track record across mining, power utilities, and banking sectors. Strong focus on SLA stability, data integrity, and operational resilience.
Team & Operations Lead
Led multi-tier technical support and IT operations teams. Bridging complex executive business needs with hands-on developer execution.
Modern AI & Integration
Combining rigorous ITIL governance with rapid automation: on-premise RAG engines, event-driven n8n pipelines, and paperless architectures.
Areas of Expertise
Bridging business strategy, operational processes, and modern tech
Paperless & Digitalization
End-to-end project delivery: digital signatures, approval workflows, and full enterprise process paperlessness.
Practical AI Adoption
Corporate workshops and hands-on enablement focused on tangible weekly time-savings with LLMs.
On-Premise RAG & Data Privacy
Local knowledge engine architectures keeping sensitive intellectual property strictly inside the private network.
Automation & Data Pipelines
Data orchestration via n8n, custom REST pipelines, and reliable enterprise integrations into SAP and Helios.
Selected Case Studies
Measurable impact and production-proven architectures (2021–2026)
On-Premise Enterprise RAG & Knowledge Engine
Growing documentation created search friction. Required smart LLM synthesis with zero sensitive data leaving the company perimeter.
Corporate AI Academy & Hands-on Adoption
Design and execution of a corporate AI education framework across subsidiaries, removing tech adoption anxiety and unlocking tangible daily productivity.
Automated SIGNI Credit Billing & Reconciliation
Eliminated manual downloading of 22 credit usage reports across 12 subsidiaries and replaced it with a scheduled, automated data pipeline.
Automated Partner Validation (ARES API + n8n + SQL)
Manual partner entry created invoicing friction and tax liability risks. Built a nightly asynchronous batch verification engine tied to official government APIs.
Self-Service HR Portal & Process Digitalization
Led as Product Owner to replace paper-based leaves and absences with a unified digital portal featuring bi-directional payroll and attendance integration.
Cybersecurity Compliance & Asset Management System
Architecture and data model for managing compliance with cybersecurity legislation and ISO 27001, tracking core assets, vendors, and OT infrastructure.
GNSS Telematics & 3D Modeling on Mining Machinery
Coordinated deployment of high-precision GNSS sensors on heavy mining machinery, bridging field OT hardware with central enterprise SQL infrastructure.
Get in Touch
Planning a digitalization project, on-premise AI setup, or hands-on team enablement?
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I typically reply within 24 hours. Open to discussing technical scoping, architecture, or training workshops.
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