DSDataScientistAcademic integrity tooling

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DSDataScientist

DataScientist combines perplexity, transformer classification, burstiness and stylometric features into a single calibrated ensemble score.

Master's completed · 2026

Analysis methods

Perplexity
Burstiness
Transformer
Stylometry

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Results are probabilistic estimates and must not be used as the sole evidence of AI authorship. Always combine them with a human review.

© 2026 Kungratov Ilmurod · Master of Data Science, Nordik International University

DataScientist v2.0 · Completed master's thesis project