Research Assistant
Institute of Smart Systems and Artificial Intelligence (ISSAI)
An artificial intelligence and smart systems research institute at Nazarbayev University.
Dec 2025 — PresentBuilt Kazakh-language agentic benchmark data and supported research on edge/cloud LLM routing and model selection.
• Built a two-phase pipeline using the Gemini 3 Flash Batch API for LLM translation and rule-based entity mapping to translate a multi-domain agentic benchmark into Kazakh across Telecom, Task Management, Retail, Entertainment, and Airline. • Created the Entertainment domain from scratch, writing 32 tasks and a Kazakh-language content library covering films, theatre, concerts, venues, and cities. • Built shared glossaries to resolve terminology inconsistencies across task instructions, action arguments, and database records covering 500+ users, 1,000+ orders, and 2,000+ reservations.
