Scientific Research
Study design, reproducibility, publication craft, and grant writing for research careers.
Playbook: Run a study from design to archive
Powered design → controlled execution → reproducible analysis → citable record.
Study Design
Effect-size estimates, power targets, and preregistration preventing underpowered regrets.
Positive/negative controls, randomization, blinding choices matched to bias risks.
Reproducibility
Environment pinning, deterministic pipelines, and one-command reruns from raw data.
Daily entries linking intent, method versions, observations, and next actions.
Publication & Grants
Figures first, methods while fresh, results mechanically, intro last — reducing revision churn.
Aims aligned to significance, feasibility evidence, and budget logic telling one coherent story.
Data Stewardship
Collection, storage, sharing, and preservation commitments matching both science and compliance.
Journey Playbooks
Powered design → controlled execution → reproducible analysis → citable record.
Figure-led manuscript drafted efficiently and internally reviewed.
Reviewed proposal narrative aligned aims-to-budget submitted stress-free.