Arbnor Memedi

Bayer AG · Enterprise Data & Analytics, Machine Learning & AI

Next practice phase: cloud engineering for the machine learning and AI platforms in EDA-MLAI.

Bayer AG · Pharmaceuticals, AURORA data platform

• Built CI/CD pipelines in Azure DevOps and infrastructure as code with Terraform.
• Standardised development environments with dev containers, including Artifactory access.
• Co-created enablement material on the modern data stack with dbt and Dagster.

Bayer AG · Crop Science

• Built an enzyme classification application: embeddings from the ESM-2 protein language model and k-nearest neighbours predict EC numbers, served through FastAPI.

Bayer AG · Enterprise Data & Analytics

Data products for procurement, legal, patents & compliance, sustainability and HSE, in a team of two.

• Built Clean-Code-Inspector: a Streamlit app that scans GitHub repositories and uses an internal LLM API to review Python code for clean code, security issues and optimisation potential.
• Set up SonarQube for static code analysis and quality gates in the team's CI pipeline.
• Developed a web app for LLM chat cost estimation that lets teams track and forecast their API spend.

Proxmox and TrueNAS at home, a k3s cluster on Hetzner, single sign-on with authentik (OIDC, SAML, LDAP), Traefik, segmented VLANs and a mesh VPN with Tailscale and Netbird. Runs Nextcloud, Vaultwarden, Paperless-ngx, Matrix, n8n, Home Assistant and local LLM inference with Ollama on ROCm.

This website: statically built with Astro, bilingual, a 3D scene in Three.js with custom shaders, shipped as a Docker container with nginx.