AI Engineer · Data Scientist · Founder @Astrameld
M.Sc. Artificial Intelligence · Erlangen, Germany
I build AI systems that automate business workflows and turn messy operational data into decisions. My work spans LLM agents, retrieval systems, forecasting and pricing models, and production-grade APIs.
Currently reading for an M.Sc. in Artificial Intelligence in Germany while building Astrameld, an AI automation agency.
- rag-eval-metrics — Zero-dependency evaluation metrics (Hit Rate @ K, MRR, NDCG) for RAG retrieval benchmarking.
- prompt-telemetry-php — Zero-dependency PHP 8.4+ utility for calculating LLM token consumption, latency, and cost telemetry.
- ai-env-toolkit — POSIX shell scripts for inspecting, auditing, and maintaining local AI developer environments and GPU memory.
- docker-agent-sandbox — Hardened Alpine-based execution container for evaluating untrusted LLM-generated code.
- awesome-nfc — Curated NFC tools, hardware guides, and browser-based Web NFC workflows.
Core
AI Engineering
Backend & Data
Cloud & Delivery
