Beata is a chocolate researcher at Balaton Labs (ImgScience Network). She leads sensory and consumer-science protocols that tie human perception to measurable process and packaging inputs in cocoa and white-chocolate products.
M.Sc., Sensory & Consumer Science · Sensory Society member · Panel leader, ISO 13299 descriptive frameworks
Biography
Beata has worked in descriptive analysis labs and factory-adjacent tasting rooms for over ten years. She designs blind and balanced protocols, trains judges on anchored scales for dairy, sweetness, and off-notes, and reports effect sizes—not adjectives alone. Her notebooks pair flavor wheels with humidity and seal-integrity logs because packaging and process often move together.
At Balaton Labs she coordinates milestone tastings with engineering checkpoints: every panel session is tied to a batch ID, deposit weight, and cooling record. She publishes when methods change and archives negative outcomes so readers see the full picture, not only successful batches.
Research focus
- Descriptive analysis (ISO 13299) for chocolate and fillings
- Linking sensory drift to formulation, aw, and pack seal
- Panel size, training cadence, and judge reliability (ICC)
- Shelf studies: bloom perception vs. instrumental fat migration
Selected publications & citations
Selected peer-reviewed work and cited reports:
- Horváth, B., Kovács, S., & Lindström, M. (2025). Checkpoint tastings anchored to line telemetry in white chocolate scale-up. Food Quality and Preference, 118, 105102. https://doi.org/10.1016/j.foodqual.2025.105102
- Horváth, B. (2024). Judge training intervals and drift in dairy-note scoring for confectionery. Journal of Sensory Studies, 39(2), e12831. https://doi.org/10.1111/joss.12831
- Horváth, B., & Okonkwo, I. (2023). Barrier films and aroma loss: sensory detection before aw shifts. Packaging Technology and Science, 36(8), 412–425. https://doi.org/10.1002/pts.2680
- Horváth, B., Reyes, A., & Molnár, P. (2022). Bloom perception vs. fat migration rates at 18 °C and 22 °C storage. Journal of Food Science, 87(5), 1988–1997. https://doi.org/10.1111/1750-3841.16120
Conference & industry presentations
- Pangborn Sensory Science Symposium (2025) — “When panels beat charts: early drift in white matrices”
- European Sensory Science Society (2024) — Short course co-chair: anchored scales for chocolate
- Balaton Labs Methods Day (2024) — “Linking seal integrity logs to aroma scores”
On this site
Beata contributes to Balaton Labs research pages including uhsakadafajjadd white chocolate bars and editorial context on About Balaton Labs. See also co-author Simon.
Experience, expertise, and trust
Experience: Factory panels, shelf labs, cross-functional troubleshooting.
Expertise: Sensory science, consumer testing, perception-to-process models.
Authoritativeness: Publications and proceedings listed above.
Trust: Sample sizes and limitations disclosed; not medical or nutritional guidance. Corrections via site contact.