Everything I do, connected.

Industrial engineer and Head of AI at BTECH. The centre of the map: the areas I work in, my experience and my education all branch out from here.

NVIDIA Omniverse · NVIDIA PhysicsNeMo · NVIDIA Warp · ANSA · Pam-Crash · Abaqus · Meta · SolidWorks · MATLAB and Simulink · Ansys · Autodesk · Robotics simulation

LoRA-fine-tuned LLMs · RAG · Autonomous agents · Memory systems · Nemotron 3 Super · Nemotron 3.5 Lightning · Nemotron 3.5 Content Safety · Nemotron Parse · Cosmos 3 Edge · NVIDIA cuOpt · LangChain · Open WebUI · TensorFlow · Milvus · NVIDIA cuVS · OpenAI API · Whisper · VLMs · Tool-call parsers · TimesFM · Hunyuan-MT 7B · NeMo Retriever · NV-EmbedQA-E5-v5 · Nemotron Rerank · TensorRT & TensorRT-LLM · NVIDIA Dynamo · NVIDIA NIM · NeMo Guardrails · NVIDIA OpenShell · Nemotron VL · Qwen · Llama · Mistral · Gemma · DeepSeek · Claude · Claude Code · ChatGPT · Perplexity · vLLM · LLM gateway and tracing · NVIDIA NeMo Agent Toolkit · Speech and avatar · Microsoft Presidio · Cosmos Reason · Nemotron 3 Nano

Regulation (EU) 2024/1689 · ISO/IEC 42001 · ISO/IEC 27001 · ISO 9001 · TISAX · Use-case risk classification · Conformity assessment

NVIDIA DGX Spark (GB10) · Kubernetes · RKE2 · CUDA · Argo CD · GitLab · Coder · Docker · Istio · Python · Linux and Linux Server · Windows Server · Git · LaTeX · NVLink · NCCL · Dell servers · Token economics · Hardening · Kubernetes platform · Fleet management · Software supply chain · GPU platform · Storage and backup · Databases and caching · Observability · Secrets and identity · Runtime isolation · Base system

Active Directory · authentik · SAP · Azure · Citrix · VPN · Access control · n8n · Wiki.js · Drupal · Jira · Power Automate · Odoo · Moodle

Self-consumption solar · Industrial IoT · ERP · Minitab

Team leadership · Project management · Hiring & onboarding · Executive communication · Negotiation · Mentoring · OKRs & KPIs · Cross-functional work

Built the AI department of a 400-engineer company: I proposed the business case, defended it to the leadership and set the area up from nothing, reporting directly to the CEO. Team leadership and cross-departmental work with the rest of the organisation, starting with finance: process automation and KPI and indicator systems, with cases where three months of a person’s annual work came down to hours. A significant part in bringing in Regulation (EU) 2024/1689 and the management framework aligned to ISO/IEC 42001, along with the internal training on both. An AI ecosystem integrated into simulation and CAD workflows, with LoRA-fine-tuned LLMs, RAG, autonomous agents and memory systems on Kubernetes and in-house GPU compute. Token economics and hardening (CIS, DISA STIG, FIPS 140-2) by design: sensitive data never leaves the company.

Finite element analysis on automotive components with ANSA, Pam-Crash, Abaqus and Meta, and integration of LLM engines and RAG architectures into the simulation workflow.

Held alongside the rest of my career. Optimisation of distribution, data transfer, backups, updates and IoT integration. Key part of developing an 86 kW photovoltaic plant and of ERP roll-out across industrial and logistics operations.

Technical reports and direct client relationships. Coordination of grants, tax deductions and social-security rebates, both self-assessed and certified.

Joined as a level-2 helpdesk technician and was promoted to access control management: systems administration, Active Directory and SAP.

Led the corporate communications area and the team within it: negotiation and company relations for the school’s careers forum. The first team I led.

AI area built from scratch: an enterprise-intelligence ecosystem in the spirit of Palantir, on in-house infrastructure. From retrieval-augmented generation (RAG) toward ontology-augmented generation.

Definition of the ERP architecture, access and network management, biometric control and automation of administrative and production processes.

A complete simulation chain on automotive components: pre-processing and meshing, dynamics and impact, static and non-linear analysis, and post-processing with repeatable reports.

A master’s thesis with a prototype validated end to end: sensing, Kubernetes, time series, a local LLM as the analyst and the design of a peer-to-peer energy market on blockchain.

A biofuel cell that extracts all the energy in the blood’s glucose, sized to power a pacemaker for life. Patent process started.

Critical infrastructure end to end: advanced energy management of data centres, innovation in cooling and control systems, and the design and operation of hybrid AC/DC microgrids and uninterruptible power systems.