I help engineers moving into AI research, students targeting top-tier conferences (NeurIPS/CVPR/ECCV/ICML), and academics moving into industry — get unstuck faster than they would alone. What you actually leave a session with: a sharper problem formulation, an experimental design that survives review, or a concrete fix to your paper's narrative. Not generic advice — the same lens I use on my own submissions. If you're serious about building depth, not just stacking models, we can work.