Artificial Intelligence

• Transform FPGA run outputs into clear insights and simple predictive tools.
• Work on structuring results, visualizing trends, and training surrogate performance models.
• Support the research of tools and methods to organize logs, traces, and metrics into a clean dataset.
• Support the definition of a consistent schema for hardware configs, workloads, and software schedules.
• Assist in building visualization tools to enable the latency, throughput, and resource use.
• Train and evaluate simple surrogate models (e.g., Random Forest / Gradient Boosting, neural networks) to predict performance.
• Collaborate with team members to interpret findings, explain trade-offs, and propose next experiments.

Design Space Exploration Analysis and AI Modelling – Internship

Director of Operations – Openchip AI