Sound methods,
results built to publish.
Study design, statistical analysis, and publication support for clinicians and research teams. Methodological partnership, from the first question, through peer review, to a published paper.
Study design
Endpoints, sample size, and a pre-specified analysis plan settled before the first data point is collected. This is the groundwork that decides whether a study survives peer review, done properly while it still counts.
Statistical analysis
From raw, messy data to the final model: cleaning, the right method chosen for your question, and results you can defend to any reviewer. Every step reproducible, no black boxes.
Machine learning
Predictive modeling where it earns its place: cross-validated, calibrated, and reported honestly. Gradient boosting and ensemble methods when they outperform regression, and a clear answer when they do not.
Publication support
Analysis, publication-ready tables and figures, and the writing that turns results into a paper: Methods, Results, Discussion. The work runs through submission and every round of review, where the methods are explained and defended in full.
Cheminformatics
QSAR modeling, virtual screening, and ADMET profiling for chemistry-driven research, turning a set of structures into predictions, ranked candidates, and a clear read on what is worth taking forward.
Specialist · on requestMolecular modeling
Molecular docking, molecular dynamics, and binding free energy calculations. Structure-based work that explains why a molecule behaves as it does, and what to change so that it behaves better.
Specialist · on requestBefore it was a name, it was two.
A symboulion was the council of the wisest, the circle a ruler turned to when a decision grew too heavy to carry alone. He laid the problem before them, and out of many minds came a single, clear course. It is what you come here for.
From the Greek for “thrown together,” a symbolon was two pieces joined into a whole. Two parties would break a token cleanly in two and each keep a half; when the halves were fitted again, the seam itself was the proof, a bond no seal or signature could match. It is the rule the work runs by.
Symbulon is where the two meet. You arrive holding one half: a question, a set of data, a decision that should not be made alone. You come for the counsel, and the bond holds by the fit. The other half is kept here, cut to meet your broken edge.