Lugano, Ticino, Switzerland
It's me, Cristian 👋, NLP Engineer at Artificialy in Lugano, Switzerland. I'm a simple person I set goals, push myself to achieve them, and then raise the bar again. Beyond machine learning, I stay active in the gym — mens sana in corpore sano 🏋️‍♂️
• Optimized on‑premise LLM inference by quantizing open‑source models and integrating TensorRT and vLLM runtimes, resulting in 4x lower GPUmemory usage and 1.8x faster latency. • Designed and deployed an evaluation pipeline for LLMs, enabling response retrieval, configurablemetrics, artifact generation, and integration with MLOps tools; introduced non‑regression testing and achieved a 66% reduction in evaluation effort. • Engineered a question‑answering agent for heterogeneous tabular data, supportingmultiple formats and integrating secure code generation with insights visualization and forecasting capabilities; attained over 90% accuracy in data‑driven queries.