colinlh

Produce publication-style matplotlib figures from measured data with clear uncertainty, consistent typography and reproducible vec...

Manage a sustained research task using bounded hypothesis-test iterations and evidence-based synthesis checkpoints. Use for multi-...

Audit a research proposal or paper for novelty evidence, reproducibility, unsupported claims, experiment validity and citation acc...

Map contributions and motivations to evaluation questions, baselines, ablations, controls, metrics, uncertainty and resource-aware...

Develop research directions, motivation, challenges and falsifiable innovation hypotheses from user interests and literature evide...