👋 Hi, I’m @TerkaSlan, currently a Ph.D. candidate at Faculty of Informatics, Masaryk University, Brno, Czech Republic

Current projects

1. Study of machine learning as applied to database management, specifically to similarity searching on complex data
2. Cooperation w/ CERIT-SC (Masaryk University) and CzechGlobe on estimation of vegetation parameters to help analyze the health of forests and crops.

Publications/Projects

2024

• AlphaFind: discover structure similarity across the proteome in AlphaFold DB

2023

• Reproducible experiments with Learned Metric Index Framework

2022

• Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques
  • also here

2021

• Learned metric index — proposition of learned indexing for unstructured data
• Data-driven learned metric index: an unsupervised approach

Interests

I’m interested in everything machine learning related, specifically application of ML to data processing and database management. If you feel like collaborating on topics related to similarity searching, complex data management, learned indexing, or any other field loosely related, hit me up :)

Contact

• email: slaninakova@mail.muni.cz
• LinkedIn
• Scholar