AI & ML interests

Hyper Efficient System LLC is a research and development company focused on applied AI, language technology, information theory, and entropy-based modeling. Our work includes large-scale Bosnian language corpora, NLP infrastructure, explainable language metrics, and domain-specific AI systems for real-world applications.

Recent Activity

Hyper Efficient System LLC

Research and development company focused on applied AI, language technology, information theory, and entropy-based modeling.

Our work spans large-scale language corpora, NLP infrastructure, reproducible information-theoretic metrics (entropy, energy, redundancy), and explainable, domain-specific AI systems for real-world applications.

Bosnian Corpus v1.0 (cleaned)

Featured projects

Entropy & Energy of the Bosnian Language

  • Paper & assets (Zenodo): 10.5281/zenodo.17970788
  • Hugging Face Dataset (metrics & assets): coming soon

Research direction

While current public releases focus on Bosnian as a well-defined case study, the underlying methodology is language-agnostic and designed for multilingual and cross-linguistic analysis.

Additional language resources and comparative entropy-based benchmarks are in active development.

models 0

None public yet