02SELECTED WORK

Research in context.
Work in progress.

Project dossiers, from independent evaluation research to collaborative systems. Each sets out the question, my contribution, and what the evidence supports.

01PROJECT

Applied AI · official statistics

Sana

Making official statistical microdata accessible through natural-language questions.

Competition project · October 2026

Core AI system lead · research methodology · evaluation design · technical coordination

Open dossier

02PROJECT

Research · source-grounded generation

Al-Farabi AI Avatar

Evaluating historical knowledge with primary texts and interdisciplinary expert review.

Ongoing research

Evaluation corpus development · quantitative experiments · iterative refinement

Open dossier

04PROJECT

Product development · education

Orbitum

From an EdTech hackathon idea to explainable competency and opportunity intelligence.

Continuing project

Co-initiator & AI systems lead

Open dossier

05PROJECT

Prototype · energy forecasting

Windline

Wind-power forecasts that account for what weather information was actually available at the time.

Hackathon prototype · September 2026

Hackathon participant & prototype contributor

Open dossier

06PROJECT

Independent research · reliability

CivicShield AI

A reliability-aware evaluation framework for behavior that headline accuracy can miss.

Research framework in development

Independent research

Open dossier

06THE LABORATORY CONTEXT

Applied AI at Halyk Academy.

I contribute to research methodology, model evaluation, and reliability analysis within the national Kazakh-language LLM initiative, BR24993001.

These are the team’s product platforms. Platform capabilities describe the broader ecosystem and do not imply that I individually built every feature.

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