Writing

I compared a TDS convolution baseline against bidirectional LSTM, GRU, ResNet18 + LSTM, and Transformer encoders on the EMG-to-QWERTY typing task. The plain bidirectional LSTM won, cutting test CER from 24.18% to 18.95%.

An ethnographic study of how students signal engagement and instructors negotiate authority in a non-compulsory math enrichment classroom.

For real, again?

On growing up trilingual in Almaty and what anthropology taught me about language, power, and belonging in educational institutions.

LLM Generated Portfolio

We fine-tuned a ResNet50-FPN detector on the DOTA aerial dataset and applied it to Google satellite tiles to locate medium/heavy-duty truck parking clusters for EV charging planning.

A research proposal on how sellers and customers at Almaty's Green Bazar switch between Kazakh and Russian to navigate identity, ideology, and the bargaining process.